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Unit 1: exploring categorical data, unit 2: exploring one-variable quantitative data: displaying and describing, unit 3: exploring one-variable quantitative data: summary statistics, unit 4: exploring one-variable quantitative data: percentiles, z-scores, and the normal distribution, unit 5: exploring two-variable quantitative data, unit 6: collecting data, unit 7: probability, unit 8: random variables and probability distributions, unit 9: sampling distributions, unit 10: inference for categorical data: proportions, unit 11: inference for quantitative data: means, unit 12: inference for categorical data: chi-square, unit 13: inference for quantitative data: slopes, unit 14: prepare for the 2022 ap®︎ statistics exam.
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What are statistics.
Statistics – the math and science of data collection, analysis, visualization, and interpretation. Typically paired with the study of probability, the study of likelihoods for a particular event, statistics can also be described as the study of events given a series of probabilities. A statistic on the other hand, is the result that is yielded after data is analysed. A statistic can be described as descriptive or inferential. Descriptive statistics provide general summaries such as the distribution, spread and centre of a dataset. Inferential statistics involves data analysis on just a sample of the population to make inferences on the larger population as a whole.
As suggested by Wells, Statistics math and probability math are both important topics you will likely encounter or require further on in life. At the very least, statistics are paramount in helping make major decisions that will have some effect on you. Governments are frequently tasked with collecting statistics from the population to inform them on the status of issues and how they can better serve the public. Academically speaking, be it in this course, an introduction to statistics course, probability and statistics or introduction to probability class, the purpose and study of statistics is to equip with you with strong mathematical induction and deduction skills when faced with data. Furthermore through exposure of the best practices in data collection, data analysis, data representation, and interpretation, the study of statistics aims to improve your analytical and problem-solving skills.
How to learn statistics?
Learning statistics begins here and now at StudyPug ! We cover topics that span first and second year statistics courses, business statistics, probability and statistics for engineering and statistics, and even stats for dummies. Learning stats online has never been more easier!
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My Statistics textbook is called The Practice of Statistics . Can your statistics math course help?
Yes! We cover all the topics in your textbook. Our statistics class also contains help on all materials you will find in other common textbooks, such as Mathematical Statistics with Applications , Applied Statistics and Probability for Engineers , Elementary Statistics , and Probability and Statistics for Engineers and Scientists .
I'm taking Business Statistics in a college. Is this the right course for me?
Our College Statistics help contains lessons covering materials from basic statistics to college statistics. We have video tutorials on any topics from first and up to second year stats courses!
What are the prerequisites for Statistics?
A prerequisite for this course is either Algebra 2 or Precalculus , and after you mastered Statistics, your follow up course should be either Calculus 1 or AP Calculus AB.
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Two major analytical strategies are made use of in data evaluation: descriptive statistics , which outlines records coming from a sample using elements like Mean or Standard Deviation , as well as inferential statistics , which draws conclusion from records that undergo arbitrary variance (e.g., empirical mistakes, testing errors).
Statistical Analysis Help
Whether you’re a student or a faculty member, Statistical Analysis Help can be a great resource for your project. There are many services to choose from, and they are designed to fit a variety of budgets and goals. Here are some examples of how a statistical analyst can help you:
First, choose a consultant with the right skill set. A good statistician is professional, responsive, and can communicate effectively. Their knowledge and skills are essential, but they must also be able to see the big picture and develop doable solutions. Statistical analysis consultants should be able to work collaboratively with clients and understand the business as a whole. With these tools, you’ll be able to make the best use of your resources.
Second, choose an appropriate method for the data set. Descriptive statistics describe the characteristics of data, such as the frequency of occurrence, or the duration of the occurrence. Using these statistics, you can highlight potential data quality issues. Bivariate analyses increase the understanding of the data set and help you form hypotheses. If you’re trying to determine which factor influences a particular outcome, you can conduct a regression.
Statistical Analysis Help is available to help you with all aspects of your statistical analysis. Whether you’re stuck in a statistician’s office or are working independently, you can get help with statistics homework. With an online master’s degree in statistics, you’ll have an advantage over other students. Statistical analysis experts can help you analyze data from a variety of sources. And because they specialize in statistics, they can help you prepare any kind of research project.
When conducting a business, it’s important to understand what your audience wants and needs. You can use statistical analysis to determine whether your target market is profitable. By understanding what your target market wants, you’ll be able to make more informed decisions and improve your business’s offerings. It’s also an effective tool for sales departments, allowing you to respond more quickly to consumer feedback and needs. So, why not get some statistical analysis help?
It’s important to determine whether your data is categorical or numerical. The difference between a categorical and a numerical variable may have a profound effect on your findings. For example, categorical data may include a set of numbers whereas a continuous variable may have only one type. This makes it crucial to understand what type of data you’re dealing with before starting your research. Identifying the type of data will help you choose appropriate statistical analysis methods.
Many fields require statistics. It helps scientists verify theories and test hypotheses, which ultimately leads to reliable conclusions. It also helps improve a lot of processes and products in our world. From health care to marketing analysis, statistics improves the lives of people and improves the lifespan of a light bulb. While traditional statistical methods have been used by scientists for thousands of years, the volume and complexity of data that researchers need to analyze has increased. Increasingly powerful computers and storage have made it easier to apply statistics to a variety of contexts.
A number of online experts offer statistical analysis help. They specialize in different types of statistical analysis and can help you understand the methods used. For example, psychologists use statistical methods to determine the cause of a particular phenomenon. The results of such researches may not be reliable if they are poorly analyzed. Statistical analysis is vital for a winning dissertation or thesis paper. By seeking data analysis help, students can learn how to use statistics to their advantage. Getting help with this crucial aspect of research is a great way to boost your grades.
Statistical analysis is the science of learning from data. Having an understanding of statistical techniques helps you use proper data collection methods, conduct correct analyses, and present the results in an efficient manner. This process is critical to science discoveries and data-based decisions. Statistical analysis is a powerful tool that will allow you to learn more about the world around you. You will be able to make better decisions when you have better information, and you can also use it to make better business decisions.
Statistics Project Help
If you’re a student undergoing statistics coursework, you may want to consider contacting a Statistics Project writing service. While you may be able to do it on your own, working on such an assignment requires a lot of time and patience. A quality paper must be well-organized and logical. Moreover, it should be based on a fresh and interesting idea. Fortunately, it is possible to find help for this assignment online.
Regardless of the topic, the statistics project is difficult to complete on your own. If you find yourself struggling to complete the project, you may consider paying someone else to do it for you. It’s not illegal to hire someone else to do it for you, and there are many reasons to do so, ranging from a lack of time to a desire to earn high grades. However, you must be cautious about the source you choose. You should research the background of the company you’re considering.
Statistics is a complex subject, and projects often take a great deal of time. Because of this, you’ll want to hire someone who specializes in statistics. They can complete your project in record time, and still receive the highest grade possible. Hiring a Statistics Project help service is simple and efficient, and will save you time and frustration. It’s important to be clear about your requirements when hiring a Statistics Project help service, as this can help you find someone with the right skills.
Statistics Project Help is an essential part of any statistics coursework. The topic you choose should be a relevant one to you, and should be an area that you are familiar with. You should also choose a topic that’s interesting to you, because it will be more likely to get your grades. This way, you’ll know the exact criteria your professor requires of your project. A Statistics Project Help service can help you figure out exactly what your professor wants, and the type of paper they prefer.
There are several ways to get Statistics Project Help. Many websites will offer the software code, complete report, and screenshots of the results. They’ll also comment on how the project was completed, making it easy to understand. As long as you have a clear understanding of the concepts used, Statistics Project Help will make it easy to finish the assignment in record time. You can contact them by e-mail, live chat, or phone. If you’re stuck with your Statistics Project, a Statista customer support specialist can provide you with the help you need to succeed.
While hiring a Statistics Project Help service is a great option if you’re running low on time, it is always better than trying to do it yourself. Instead of hiring a friend, you can have a Statistics Project Help service do it for you. Experts will go over your data, and solve any issues you’re having. Plus, it will save you time, and allow you to focus on more important matters. This way, you’ll get the help you need without spending an arm and a leg.
While statistics project help may sound like a lot of work, it is essential to be creative when selecting a topic for your project. You can choose from a list of successful project topics that have been used by previous Stat 101 students. By choosing an original topic, you will improve your chances of passing the project. So, if you can think of something that interests you, go ahead and apply it. When you choose an interesting topic, you will score higher than anyone else’s!
Before you begin work on your Statistics Project, you should have a clear understanding of the concepts and tools that you need. You can use Excel functions to gather data from several sheets and organize it into a template. You can also delete extra columns and rows. Then, you should decide on the statistical method to use. If you don’t know anything about statistics, you can always hire a professional Statistician to help you complete your project.
While you may be familiar with the concepts involved in statistical analysis, you may not have the time to devote to it. Statistics assignment help will allow you to devote more time to studying other aspects of your class. You can then focus on other aspects of your studies and get better grades. With Statistics Assignment Help, you will receive professional help on a timely basis, which will help you pass your class. That way, you can focus on the rest of your course.
There are many online resources for statistics problems . These online resources can assist with any stats assignment. They also offer help with stats tests and homework. These sites provide solutions for a wide range of statistical topics. Here are some tips on how to solve them. Read on to learn more. Here are three ways to solve statistics problems. 1. Solve the problem in a logical manner. You can use formulas, processes, or examples to find the answer.
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Our stats homework experts can help you with preparing charts also. In any case, dealing with a hard assignment can grow to be a real problem whenever you have very little understanding of the subject. If you believe you aren’t likely to use statistical understanding , think again.
Our services are listed below, together with details concerning the service. All our services are provided at no charge. It is designed to help everyone, regardless of their personal situation. See the key topics in Statistics you might be interested in. Many doctoral students attempt to become through the statistics by themselves and then wind up getting numerous rewrites due to problems identified by the committee.
Stats Assignment can be challenging to repair, or it may take hours on end to complete. Don’t depart from your project until the evening before it’s due as you won’t have enough moment. Com professional development work is sufficient quizlet offers training and families. If you depart from your project until there’s only 24 hours before it’s due, then you’ll need to pay our premium prices to have it completed punctually. The undertaking might have just a single phase, but it’s more inclined to be multi-phased. Your project is going to be presented in a poster session during the previous week of lab sections. Therefore, each and every project has its set of, Data Analytics rules and guidelines which need to be followed to the previous letter otherwise it’s a massive old F.
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Online sites for statistics homework help are available 24 hours a day. This is useful in cases when you have last minute questions or have trouble understanding your homework. Furthermore, they should guarantee privacy for their customers. By doing this, you will have peace of mind knowing that your homework will not be disclosed. And if you do have any last-minute doubts or issues, you can talk to a customer support executive to resolve them quickly. Once you’ve found an online statistics homework help site, be sure to contact them and make sure you’ll be able to review their work.
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A reliable online service will ensure 100% originality of work. If it is not, then it’s probably plagiarism, which will land you in trouble with your teachers. So, when looking for statistics homework help, don’t settle for a general academic writing site. Make sure you choose a reputable statistics homework help site over an amateur service. You’ll get top-quality work that will earn you high grades. That’s what matters most!
To get the best statistics homework help, you need to choose a platform that guarantees that their answers will be delivered on time. Missing a deadline will have a negative impact on your grade. Make sure you look for the sites’ refund policy and read customer reviews to assess their timeliness. You can also check the quality of the work done by each statistics homework help site before you make a final decision. If you’re not satisfied with your results, you can always use statistics homework help services to improve your grades.
Statistics Homework Help is an excellent option for students who are struggling with their assignments. Statistics is an extremely scientific subject. While some students find it a bit difficult to understand, it’s an important aspect of our lives. Bankers, businessmen, and other people who keep records often make use of statistics. Statistics homework help is a great option if you can’t find time for the assignments yourself. With a professional helper, you can submit the best assignments on time!
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Binomial in Statistics
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Alternatively, usually students start trying to locate experts for support and assistance; internet portals are likely the most popular option. First of all, they need to understand that the institution of higher education cannot be associated with learning in school. Therefore, such students wind up with bad grades. Many students concentrate on theoretical approach so they can readily get through the examination.
Most Important Topics in Statistics
- Analysis of Variance (ANOVA)
- Bayes Estimators
- Binomial Distribution
- Completeness, tutorial statistics
- Conditional Moments
- Conditional Probability
- Confidence Intervals
- Cramer-Rao Inequality
- Expectations and Variances
- Inferential Statistics
- Laws of Large Numbers
- Minimax Estimators
- Multivariate Multiple Regression Analysis
- Neyman-Pearson Testing Hypotheses
- Nonparametric Estimation
- Normal Distribution
- Order Statistics
- Theorem of Bayes
- Point Estimation
- Poisson Distribution
- Pólya’s Lemma
- Probability Integral Transform,
- Random Variables
- Sampling Theory
- Scatter Plots
- Sequential Sampling
- Stochastic Independence
- The Central Limit Theorem
- The Maximum Likelihood Principle
- Univariate case
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Correlation and regression are two examples of statistical tests. The former measures the relationship between two variables, while the latter uses statistical methods to estimate a random variable’s value in relation to a fixed variable. The beta distribution is an extremely versatile method of presenting outcomes for percentages and proportions. If you take a bus trip, there’s a 30% chance that you’ll see a bus every 20 minutes or an hour.
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What Is Statistics?
Statistics is a branch of applied mathematics Statistics is used in many different fields to help make decisions. Several statistical methods are used to get the conclusion for organized data (mainly numerical data) and make the best visualization of this data. The primary purpose of statistics is to make the raw or displayed data more useful for the statisticians.
Let's get some more details about statistics
Statistics are used in almost every scientific system, including the physical and social sciences, business, the humanities, government, and manufacturing. Statistics is an applied mathematics branch (students can take applied statistics assignment help from us) that evolved from calculus and linear algebra to probability theory. Statistics is the concept that we may learn about the features of large groups of objects or events (a population) by examining the characteristics of a smaller number of similar things or events (a sample). Because, in many circumstances, acquiring complete data about an entire population is too expensive, impractical, or impossible.
Example Of Statistics
Suppose that you want to calculate the average number of students who got below 50% in their final exams. You also have to calculate the difference between their marks with other students' marks. We can solve this complex problem with statistical reports. Our experts will provide you with various examples in statistics help service so that you can easily understand all the statistical concepts.
What are the Two Major Branches Of Statistics?
A short descriptive coefficient summarizes the data set, which can be either a team of the entire or a sample of the population. It is the measure of central tendencies and variable measures. Descriptive statistics are concerned primarily with the central tendency, variability, and distribution of sample data.
The estimate of the features, a specific aspect of a sample or population, is referred to as central tendency, and it comprises descriptive statistics such as mean, median, and mode.
Types of descriptive statistics
- Central tendency measures
- Measures of Central Tendency include Mean, Median, and Mode. It is used to find the center point value of the numerical dataset.
- Variability measures
Inferential statistics is a set of assumptions that are made based on information found by Descriptive Statistics. This type of statistics takes a random sample of data taken from a population to describe and make deductions about that population. Inferential statistics are tools used by statisticians to draw inferences about the characteristics of a population-based on the features of a sample and determine how certain they may be about the reliability of those findings.
Statistics, which quantify the central tendency, variability, distribution, and correlations between attributes within a data sample, can provide an accurate picture of the corresponding parameters of the entire population from which the sample is drawn based on sample size and distribution.
Types of inferential statistics
- Regression analysis
- Analysis of variance (ANOVA)
- Analysis of covariance (ANCOVA)
- Statistical significance (t-test)
Difference Between Descriptive Statistics And Inferential Statistics
Descriptive statistics are used to characterize or summarize a sample's properties or data collection, such as the mean, standard deviation, or frequency of a variable. In contrast, inferential statistics uses various approaches to relate variables in a data set to one another, such as correlation or regression analysis. These can then be utilized to make predictions or infer causality.
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Statistics is a field of mathematics that students are disclosed to mostly in middle school. The subject teaches students how to create graphs and charts to express mathematical data statistically. It mostly works with numerical numbers and uses charts and graphs to concisely display a large amount of information. It also necessitates the memorization of formulas in order for students to solve arithmetic problems.
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AP statistics homework help
AP statistics stands for advanced placement statistics. It is useful for college-level students. Before the placement of the students, they need to submit the AP homework to the college. Therefore they need to have the best Help with AP statistics homework to get the best placement.
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CPM statistics homework is for those students who want to learn everything about statistics. Most of the students who wish to become a statistician require to submit that statistics homework. We are helping those students with the help of our CPM statistics help.
Check The Sample Question Submitted By Our Experts For Statistics Homework
The following histogram displays the difference between the actual and “ideal” weights distribution for 119 female students.
What is the shape of the distribution (approx)?
- Nearly symmetric.
- Skewed to the right.
- Skewed to the left.
The median of the distribution is (approx):
- -10 pounds.
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The downsides of free homework help..
How often do use assistance of the Internet in doing your homework? We bet, it's your daily routine to open a browser and start looking for solutions. Do you think the strangers on the other side of the screen will provide necessary information for your math homework help? Unlikely! After one successful task there might be a sad outcome. We want you to be cautious about the websites you look for assistance, that's why we have gathered the disadvantages of asking Google for free homework help.
First, and the main downside is the inability to check the result. People helping you with your task might not know the answers themselves. And what assistance would you get in this case? Wrong answers!
Second, it's the proficiency of the strangers on the other side of the screen. Who are they? College professors who came to provide homework help for free? Or just students like you who might not be able to cope with a simple task. They might not now anything about the subject, or might be way too self-confident and give you wrong answers.
Think twice before using the help from these people. In the next part of the article we describe the most popular sources of homework assistance and give our honest opinion about them.
The best websites for homework help.
When a student is looking for help he always (no exaggeration!) expects it to be free. Of course, being a college student always means being tight on budget and looking for the ways to save money even more. But it should be related to college homework help. Sadly, there are thousands of examples when a bad homework resulted in bad grades, and a poor student had to learn more to pass the exam. That's why we don't recommend to look for answers on the websites like Reddit or Chegg. Why? We explain below.
Chegg homework help is a paid service. You need to buy a monthly subscription to use it. Is it worth it? Depends on your professor. If the tasks you get are strictly from a textbook, then it might be good. To cope with a creative teachers this website has nothing to offer.
The same goes for Reddit homework help. It might be useful when you're looking for solutions on a standard task, the one that dozens of people are struggling with as well. There's nothing these services can offer if you're homework is unique and created by a teacher himself. What to do in this case? Read our recommendations below.
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Necessity of online homework help.
Contemporary world is a scene for competitions. Starting at early childhood environment immerse us into struggle for best positions. With constant population growth it becomes harder to get a place in kindergartens, schools for gifted children, prestigious universities and, of course, you are not alone in desire to have a well-paid job. Children since early age know that they must study hard, devote themselves into different subjects, and be successful and active in post-school projects. Under pressure of numerous complex tasks no wonder they often require homework help. For their needs special websites were launched. And now every child can get guidance and online homework help from every corner of the world. With opportunity to ask questions about necessary subjects he will at his own pace learn information. This also adds more individuality to process of studying, as children might experience problems with concentrated and fast group-learning. Online homework help is not merely a way to make grades better and to finish all tasks in time, it's personal attention and support. Websites offer plenty of subjects to work at, but according to searches most popular (as it's complicated to understand) is math homework help. This subject is a nightmare for both schoolchildren and their parents.
Why using college homework help is beneficial
It might come as surprise for graduates but when you enter college or university, amount of homework will be only increasing. Yes, besides lectures and practical courses you are obliged to do some homework too. And it might be incredibly more complicated than all things you have done in school. Plenty of students are struggling to cope with amount of tasks themselves but some are looking for websites for college homework help. With current subjects, with unknown teachers, with new classrooms it's stressful enough for young people to be focused. That's why students choose homework help discord, a place to discuss all difficulties online and solve problems. With guidance and support of experts it's easier to understand unknown topics and work on self-improvement. It's recommended not to torture yourself and get accounting homework help or any other kind of assistance. With wide range of professionals you can find a person no matter how complicated your task is.
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Curriculum and Instruction
Key Lessons: What Research Says About the Value of Homework
Whether homework helps students — and how much homework is appropriate — has been debated for many years. Homework has been in the headlines again recently and continues to be a topic of controversy, with claims that students and families are suffering under the burden of huge amounts of homework. School board members, educators, and parents may wish to turn to the research for answers to their questions about the benefits and drawbacks of homework. Unfortunately, the research has produced mixed results so far, and more research is needed. Nonetheless, there are some findings that can help to inform decisions about homework. What follows is a summary of the research to date:
There is no conclusive evidence that homework increases student achievement across the board. Some studies show positive effects of homework under certain conditions and for certain students, some show no effects, and some suggest negative effects (Kohn 2006; Trautwein and Koller 2003).
Some studies have shown that older students gain more academic benefits from homework than do younger students, perhaps because younger students have less-effective study habits and are more easily distracted (Cooper 1989; Hoover-Dempsey et al. 2001; Leone and Richards 1989; Muhlenbruck et al. 2000).
Some researchers believe that students from higher-income homes have more resources (such as computers) and receive more assistance with homework, while low-income students may have fewer resources and less assistance and are therefore less likely to complete the homework and reap any related benefits (McDermott, Goldmen and Varenne 1984; Scott-Jones 1984).
Students with learning disabilities can benefit from homework if appropriate supervision and monitoring are provided (Cooper and Nye 1994; Rosenberg 1989).
A national study of the influence of homework on student grades across five ethnic groups found that homework had a stronger impact on Asian American students than on students of other ethnicities (Keith and Benson, 1992).
Certain nonacademic benefits of homework have been shown, especially for younger students. Indeed, some primary-level teachers may assign homework for such benefits, which include learning the importance of responsibility, managing time, developing study habits, and staying with a task until it is completed (Cooper, Robinson and Patall 2006; Corno and Xu 2004; Johnson and Pontius 1989; Warton 2001).
While research on the optimum amount of time students should spend on homework is limited, there are indications that for high school students, 1½ to 2½ hours per night is optimum. Middle school students appear to benefit from smaller amounts (less than 1 hour per night). When students spend more time than this on homework, the positive relationship with student achievement diminishes (Cooper, Robinson, and Patall 2006).
Some research has shown that students who spend more time on homework score higher on measures of achievement and attitude. Studies that have delved more deeply into this topic suggest, however, that the amount of homework assigned by teachers is unrelated to student achievement, while the amount of homework actually completed by students is associated with higher achievement (Cooper 2001; Cooper, Lindsay, Nye, and Greathouse 1998).
Studies of after-school programs that provide homework assistance have found few definite links to improved student achievement. Several studies, however, noted improvements in student motivation and work habits, which may indirectly affect achievement (Cosden, Morrison, Albanese, and Macias 2001; James-Burdumy et al. 2005).
Homework assignments that require interaction between students and parents result in higher levels of parent involvement and are more likely to be turned in than noninteractive assignments. Some studies have shown, however, that parent involvement in homework has no impact on student achievement. Other studies indicate that students whose parents are more involved in their homework have lower test scores and class grades — but this may be because the students were already lower performing and needed more help from their parents than did higher-performing students. (Balli, Wedman, and Demo 1997; Cooper, Lindsay, and Nye 2000; Epstein 1988; Van Voorhis 2003).
Most teachers assign homework to reinforce what was presented in class or to prepare students for new material. Less commonly, homework is assigned to extend student learning to different contexts or to integrate learning by applying multiple skills around a project. Little research exists on the effects of these different kinds of homework on student achievement, leaving policymakers with little evidence on which to base decisions (Cooper 1989; Foyle 1985; Murphy and Decker 1989).
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Balli, S. J., Wedman, J. F., & Demo, D. H. (1997). Family involvement with middle-grades homework: Effects of differential prompting. Journal of Experimental Education, 66, 31-48.
Cooper, H. (1989). Homework. White Plains, N.Y.: Longman.
Cooper, H. (2001). Homework for all — in moderation. Educational Leadership, 58, 34-38.
Cooper, H., Lindsay, J. J, Nye, B., & Greathouse, S. (1998). Relationships among attitudes about homework, amount of homework assigned and completed, and student achievement. Journal of Educational Psychology, 90(1), 70-83.
Cooper, H., & Nye, B. (1994). Homework for students with learning disabilities: The implications of research for policy and practice. Journal of Learning Disabilities, 27, 470-479.
Cooper, H., Nye, B.A., & Lindsay, J.J. (2000). Homework in the home: How student, family and parenting style differences relate to the homework process. Contemporary Educational Psychology, 25(4), 464-487.
Cooper, H., Robinson, J. C., & Patall, E. A. (2006). Does homework improve academic achievement? A synthesis of research. Review of Educational Research, 76, 1-62.
Corno, L., & Xu, J. (2004). Homework as the job of childhood. Theory Into Practice, 43, 227-233.
Cosden, M., Morrison, G., Albanese, A. L., & Macias, S. (2001). When homework is not home work: After-school programs for homework assistance. Educational Psychologist, 36(3), 211-221.
Epstein, J. L. (1998). Homework practices, achievements, and behaviors of elementary school students. Baltimore: Center for Research on Elementary and Middle Schools. (ERIC Document Reproduction Service No. ED301322]
Foyle, H. C. (1985). The effects of preparation and practice homework on student achievement in tenth-grade American history (Doctoral dissertation, Kansas State University, 1985). Dissertation Abstracts International, 45, 8A.
Hoover-Dempsey, K. V., Battiato, A. C., Walker, J. M. T., Reed, R. P., DeJong, J. M. & Jones, K. P. (2001). Parental involvement in homework. Educational Psychologist, 36, 195-209.
James-Burdumy, S., Dynarski, M., Moore, M., Deke, J., Mansfield, W., Pistorino, C. & Warner, E. (2005). When Schools Stay Open Late: The National Evaluation of the 21st Century Community Learning Centers Program Final Report. Washington, D.C.: U.S. Department of Education/Institute of Education Sciences National Center for Education Evaluation and Regional Assistance.
Johnson, J. K., & Pontius, A. (1989). Homework: A survey of teacher beliefs and practices. Research in Education, 41, 71-78.
Keith, T. Z., & Benson, M. J. (1992). Effects of manipulable influences on high school grades across five ethnic groups. Journal of Educational Research, 86, 85-93.
Kohn, A. (2006, September). Abusing research: The study of homework and other examples. Phi Delta Kappan, 8-22.
Leone, C. M., & Richards, M. H. (1989). Classwork and homework in early adolescence: The ecology of achievement. Journal of Youth and Adolescence, 18, 531-548.
McDermott, R. P., Goldman, S. V., & Varenne, H. (1984). When school goes home: Some problems in the organization of homework [Abstract]. Teachers College Record, 85, 391-409.
Muhlenbruck, L., Cooper, H., Nye, B., & Lindsay, J. J. (2000). Homework and achievement: explaining the different strengths of relation at the elementary and secondary school levels. Social Psychology of Education, 3, 295-317.
Murphy, J. & Decker, K. (1989). Teachers’ use of homework in high schools. Journal of Educational Research, 82(5), 261-269.
Rosenberg, M. S. (1989). The effects of daily homework assignments on the acquisition of basic skills by students with learning disabilities. Journal of Learning Disabilities, 22, 314-323.
Scott-Jones, D. (1984). Family influences on cognitive development and school achievement. Review of Research in Education, 11, 259-304.
Trautwein, U., & Koller, O. (2003). The relationship between homework and achievement — still much of a mystery. Educational Psychology Review, 15, 115-145.
Van Voorhis, F. L. (2003). Interactive homework in middle school: Effects on family involvements and science achievement. Journal of Educational Research, 96(6), 323-338.
Warton, P. M. (2001). The forgotten voice in homework: Views of students. Educational Psychologist, 36, 155-165.
11 Surprising Homework Statistics, Facts & Data
The age-old question of whether homework is good or bad for students is unanswerable because there are so many “ it depends ” factors.
For example, it depends on the age of the child, the type of homework being assigned, and even the child’s needs.
There are also many conflicting reports on whether homework is good or bad. This is a topic that largely relies on data interpretation for the researcher to come to their conclusions.
To cut through some of the fog, below I’ve outlined some great homework statistics that can help us understand the effects of homework on children.
Homework Statistics List
1. 45% of parents think homework is too easy for their children.
A study by the Center for American Progress found that parents are almost twice as likely to believe their children’s homework is too easy than to disagree with that statement.
Here are the figures for math homework:
- 46% of parents think their child’s math homework is too easy.
- 25% of parents think their child’s math homework is not too easy.
- 29% of parents offered no opinion.
Here are the figures for language arts homework:
- 44% of parents think their child’s language arts homework is too easy.
- 28% of parents think their child’s language arts homework is not too easy.
- 28% of parents offered no opinion.
These findings are based on online surveys of 372 parents of school-aged children conducted in 2018.
2. 93% of Fourth Grade Children Worldwide are Assigned Homework
The prestigious worldwide math assessment Trends in International Maths and Science Study (TIMSS) took a survey of worldwide homework trends in 2007. Their study concluded that 93% of fourth-grade children are regularly assigned homework, while just 7% never or rarely have homework assigned.
3. 17% of Teens Regularly Miss Homework due to Lack of High-Speed Internet Access
A 2018 Pew Research poll of 743 US teens found that 17%, or almost 2 in every 5 students, regularly struggled to complete homework because they didn’t have reliable access to the internet.
This figure rose to 25% of Black American teens and 24% of teens whose families have an income of less than $30,000 per year.
4. Parents Spend 6.7 Hours Per Week on their Children’s Homework
A 2018 study of 27,500 parents around the world found that the average amount of time parents spend on homework with their child is 6.7 hours per week. Furthermore, 25% of parents spend more than 7 hours per week on their child’s homework.
American parents spend slightly below average at 6.2 hours per week, while Indian parents spend 12 hours per week and Japanese parents spend 2.6 hours per week.
5. Students in High-Performing High Schools Spend on Average 3.1 Hours per night Doing Homework
A study by Galloway, Conner & Pope (2013) conducted a sample of 4,317 students from 10 high-performing high schools in upper-middle-class California.
Across these high-performing schools, students self-reported that they did 3.1 hours per night of homework.
Graduates from those schools also ended up going on to college 93% of the time.
6. One to Two Hours is the Optimal Duration for Homework
A 2012 peer-reviewed study in the High School Journal found that students who conducted between one and two hours achieved higher results in tests than any other group.
However, the authors were quick to highlight that this “t is an oversimplification of a much more complex problem.” I’m inclined to agree. The greater variable is likely the quality of the homework than time spent on it.
Nevertheless, one result was unequivocal: that some homework is better than none at all : “students who complete any amount of homework earn higher test scores than their peers who do not complete homework.”
7. 74% of Teens cite Homework as a Source of Stress
A study by the Better Sleep Council found that homework is a source of stress for 74% of students. Only school grades, at 75%, rated higher in the study.
That figure rises for girls, with 80% of girls citing homework as a source of stress.
Similarly, the study by Galloway, Conner & Pope (2013) found that 56% of students cite homework as a “primary stressor” in their lives.
8. US Teens Spend more than 15 Hours per Week on Homework
The same study by the Better Sleep Council also found that US teens spend over 2 hours per school night on homework, and overall this added up to over 15 hours per week.
Surprisingly, 4% of US teens say they do more than 6 hours of homework per night. That’s almost as much homework as there are hours in the school day.
The only activity that teens self-reported as doing more than homework was engaging in electronics, which included using phones, playing video games, and watching TV.
9. The 10-Minute Rule
The National Education Association (USA) endorses the concept of doing 10 minutes of homework per night per grade.
For example, if you are in 3rd grade, you should do 30 minutes of homework per night. If you are in 4th grade, you should do 40 minutes of homework per night.
However, this ‘rule’ appears not to be based in sound research. Nevertheless, it is true that homework benefits (no matter the quality of the homework) will likely wane after 2 hours (120 minutes) per night, which would be the NEA guidelines’ peak in grade 12.
10. 21.9% of Parents are Too Busy for their Children’s Homework
An online poll of nearly 300 parents found that 21.9% are too busy to review their children’s homework. On top of this, 31.6% of parents do not look at their children’s homework because their children do not want their help. For these parents, their children’s unwillingness to accept their support is a key source of frustration.
11. 46.5% of Parents find Homework too Hard
The same online poll of parents of children from grades 1 to 12 also found that many parents struggle to help their children with homework because parents find it confusing themselves. Unfortunately, the study did not ask the age of the students so more data is required here to get a full picture of the issue.
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Interpreting the Data
Unfortunately, homework is one of those topics that can be interpreted by different people pursuing differing agendas. All studies of homework have a wide range of variables, such as:
- What age were the children in the study?
- What was the homework they were assigned?
- What tools were available to them?
- What were the cultural attitudes to homework and how did they impact the study?
- Is the study replicable?
The more questions we ask about the data, the more we realize that it’s hard to come to firm conclusions about the pros and cons of homework .
Furthermore, questions about the opportunity cost of homework remain. Even if homework is good for children’s test scores, is it worthwhile if the children consequently do less exercise or experience more stress?
Thus, this ends up becoming a largely qualitative exercise. If parents and teachers zoom in on an individual child’s needs, they’ll be able to more effectively understand how much homework a child needs as well as the type of homework they should be assigned.
Related: Funny Homework Excuses
The debate over whether homework should be banned will not be resolved with these homework statistics. But, these facts and figures can help you to pursue a position in a school debate on the topic – and with that, I hope your debate goes well and you develop some great debating skills!
Chris Drew (PhD)
Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]
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Easy way to get professional online statistics help
Statistics is a complex math-based discipline that deals with digits and quantitative qualities of social, anthropological, and financial phenomena. Thus, if you are aiming for a career in finance, you especially need to master this subject regarding both its theoretical basis and practical implementation.
If you need statistic help to understand it better, we have professionals who will easily make it clear for you. Depending on the context in which you learn statistics, there are three perspectives for working with it, which our writers will keep in mind:
- Statistics is a scope of numerical data that characterizes various facets of the life of the state. If you are aiming for a job that is involved with the state economy and finance, you should focus on this perspective. Send your “do my statistics homework” request to our experts if you feel like you might need help.
- Statistics is an applied science that collects, processes, and analyzes information. Primarily, it is necessary if you want to be a scholar and conduct research with statistical data. Interestingly, it is useful in humanities, as well as in natural sciences.
- Statistics is a discipline for designing statistical methodology, which includes procedures and tools of data collection, processing, and analysis. These facets of statistics as a discipline are necessary for both scholarly and applied careers. So, if you struggle with the strategic stage, you may use statistic homework help to understand it better in the future. Don’t hesitate to send your “do my stats homework” inquiry to our experts.
Thus, our writers handle statistics as an academic discipline that studies the quantitative nature of qualitative phenomena and processes in economy and society (such as demographic dynamics or the prediction of economic crises). It deconstructs their composition, division, geographical location, and dynamics over time. With all the necessary variables, statistics help to pinpoint the functional connections and common factors in a particular place and time.
Statistic help for students in any major
If you master the discipline of statistics, there are plenty of career paths you can choose from. Here is our list of professions in which this subject is crucial:
- Financial analyst
- Investment banking
- Marketing analyst
- Statistical consultant
- Actuarial analyst
- Data scientist
- Database developer
- Strategic manager
- Statistical analyst
- Operations research analyst
The methods of working with statistics may be different in humanities and natural or social sciences. However, there are general methods that are applicable in any type of research, and those are adapted to specific industries. If you need non-specified help with statistic tasks and some common statistics help for students, we will use these steps:
- Raw data collection
- Information processing
- Interpretation of the results
We can use this approach for your research on any subject. It is clear why you need it in mathematics and almost any sector of the economy and society, but we also apply it in corpus linguistics and literary analysis. As an educational exercise, it is a practice of all the basic laws that the theory consists of.
However, if you study something more specific, we will focus on your discipline exclusively. Our writers can help you with macroeconomic statistics. We will use methods of the common statistics theory to determine the quantitative facet of social and economic events and processes at the scale of the national economy. The possible topics on which you can get online statistics assignment help in this discipline are:
- Social economic potential statistics
- Economic activity statistics (of a particular country)
- Industrial and the use of national product statistics
- National market statistics
- Economic activity efficiency statistics
- Living standards demographics
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Statistic math help for financial and nonfinancial disciplines
Our writers provide statistics assignment help in any topic as they are proficient in financial statistics as well as in probability and mathematical statistics. We live in a world with many things and events that we cannot predict with great precision, even though we are a scientifically and technologically advanced society. We do not know which card you will randomly draw from a deck or how many days it will rain next spring. However, our writers can make logical predictions and calculate the probabilities of random events related to your topic. There are different kinds of statistic probability help you may need:
- Calculating probabilities
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Our experts will help you determine the statistical law that is most appropriate in your case based on data from an experiment or observation.
These are other theoretical topics on which you can receive our help with statistics homework online:
- Combination theory
- Classical interpretation of probability
- Geometrical definition of probability
- Probability summation and multiplication theorem
- Dependent events
- Definition of composite probability and Bayes' theorem
- Independent trials and Bernoulli trial
- Local and integral Laplace expansion
- Statistical determination of probability
We can help you with the theoretical description of topics or solve problems on them in case you have enough entry data for your assignment. In any case, the probability that you will benefit from our statistics homework help online equals 100%.
What software can help me to do my statistics assignment?
Sometimes your teachers may require you to apply specific tools for your statistics homework. Here is a list of statistics software, programming languages, and research methods that our experts use to provide our clients with top-notch papers of high quality.
SPSS assignment help (Statistical Package for the Social Sciences)
Stata assignment help (abbreviation for statistics and data), sas assignment help (statistic analysis system), r programming assignment help (programming language for statistics computing), descriptive statistics assignment help, anova assignment help (analysis of variance), minitab assignment help, excel assignment help, a few steps to get statistic assignment help.
If you found us among other statistic help websites, you have received your lucky ticket. We are a team that specializes in specific disciplines in finance, so whatever task you entrust us with, it will be written by a professional. Here are four simple steps to request our assistance.
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All of our works are based on your instructions and completed from scratch. That is why we do not sell pre-written assignments or papers. With our business statistics assignment help, you do great even with complicated topics.
Homework Help Service Online
Free homework help can be dangerous.
Students stopped looking for solutions themselves. Because the power of almighty Internet is actually limitless. There's a possibility to find all the answers, results, information, solutions - everything is available with one simple click. You can even find math homework help for the most complicated tasks without torturing yourself looking for an answer. Is that a contemporary blessing and we all should stop learning? Why bother yourself if college homework help of any complexity is available online and mostly for free? Here's why.
Unfortunately, most websites weren't created for helping you to cope with your studies. They were made to attract traffic first. Besides, you don't know anything about people who are providing this free homework help. Who are they? Students? Teachers? Do they degree or diploma? Or are they just typing their variants and methods to solve the tasks? That's why you have to be careful with these websites. A free assistance can result in a dangerous outcome. Moreover, it was created according to the textbooks. You won't find any unique tasks your professor created himself.
Another downside of such websites is the time required to find the proper answer. It's easy to get lost in the amount of data and information present, and you find yourself endlessly scrolling the page without any results... What to do? Choose the suitable platform!
Where to find a proper homework help.
There's no lack in assisting resources in the modern times. Every website is basically screaming about being helpful and beneficial! Who to choose the best one? Is it already invented? We'll take a closer look to 2 most famous platforms for homework help and compare them. After that you'll get several advise on how to cope with the workload.
Chegg homework help has got thousands of positive reviews, users are saying the website was a great assistance with the studies. There are only 3 disadvantages of it: time, price and tasks. It requires a lot of time to download your task and wait for someone to give an answer or to scroll the similar threads to find a solution. As a result, you waste tons of your time on Chegg... Another downside is the monthly subscription. Yes, the service isn't free. And the most important disadvantage is the tasks found in the most common textbooks. You need to meet all the criteria in your studies to actually find help.
Reddit homework help works the same. Although all experts answering the questions are the same users as you are. So you don't have to be surprised if the solution would wrong. What to do in this case? Well, we've prepared several tips!
Recommendations for students.
What do we have to say to all students struggling with their homework? First, plan your time and don't leave the most complicated tasks until deadline. Second, divide the complex tasks into stages. Third, don't forget about proper rest. And of course, if you don't know how to deal with your workload, use special services helping to deal with studying issues. And get your homework done by professionals, not amateurs!