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### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET.### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the FOOD: THE PROBABILITY OF A KISS Summary: Through generating, collecting, displaying, and analyzing data, students are given the opportunity to explore a variety of descriptive statistical techniques and develop an understanding of the distinction between theoretical, subjective, and empirical (or experimental) probabilities. These concepts are developed with activities using Hershey KissesTM and may be extended to introduce DEVELOPMENT AND VALIDATION OF AN INSTRUMENT TO MEASURE The Statistical Anxiety Rating Scale (STARS) was developed to measure statistical anxiety. Statistical anxiety is defined as the feelings of anxiety encountered when taking a statistics course or doing statistical analyses. Eighty-nine items were generated and presented to a sample of 1150 statistics students. STARS can be used by statistics teachers to help diagnose areas of high anxiety. INTELLIGENT ANIMALS: HOW TO ASSESS APPLET KNOWLEDGE IN Write out the null and alternative hypothesis for this study (in words and/or symbols). If you conduct a test of significance using simulation, what values would you use in the one-proportion applet? BAG OF LITTLE RANDOM FORESTS (BLRF) of computational burden brought by bootstrap aggregation, a method we will explain in detail, to pave the way for the discussion of Bag of Little Random Forests in Chapter 4. DATA SCIENCE WITH R WORKFLOW Import Tidy Transform Data Science with R Workflow The Data Science With R Workï¬‚ow is available in the book: R For Data Science. If you want to learn R and this CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education.### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET.### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the FOOD: THE PROBABILITY OF A KISS Summary: Through generating, collecting, displaying, and analyzing data, students are given the opportunity to explore a variety of descriptive statistical techniques and develop an understanding of the distinction between theoretical, subjective, and empirical (or experimental) probabilities. These concepts are developed with activities using Hershey KissesTM and may be extended to introduce DEVELOPMENT AND VALIDATION OF AN INSTRUMENT TO MEASURE The Statistical Anxiety Rating Scale (STARS) was developed to measure statistical anxiety. Statistical anxiety is defined as the feelings of anxiety encountered when taking a statistics course or doing statistical analyses. Eighty-nine items were generated and presented to a sample of 1150 statistics students. STARS can be used by statistics teachers to help diagnose areas of high anxiety. INTELLIGENT ANIMALS: HOW TO ASSESS APPLET KNOWLEDGE IN Write out the null and alternative hypothesis for this study (in words and/or symbols). If you conduct a test of significance using simulation, what values would you use in the one-proportion applet? BAG OF LITTLE RANDOM FORESTS (BLRF) of computational burden brought by bootstrap aggregation, a method we will explain in detail, to pave the way for the discussion of Bag of Little Random Forests in Chapter 4. DATA SCIENCE WITH R WORKFLOW Import Tidy Transform Data Science with R Workflow The Data Science With R Workï¬‚ow is available in the book: R For Data Science. If you want to learn R and this CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education. TEACHING OF STATISTICS IN THE HEALTH SCIENCES Our mission is to promote excellence in the teaching of statistics in the health sciences through the dissemination of peer-reviewed/approved teaching materials that are centrally archived in a public domain, easy to navigate, website. STATISTICS GLOSSARY V1.1 Statistics Glossary v1.1. This site is a glossary of statisical terms searchable by topic or in alphabetical order. Topics include: Basic Definitions, Presenting Data, Sampling, Probability, Confidence Intervals, Hypothesis Testing, Paired Data, Correlation and Regression, Design of Experiments and ANOVA, Categorical Data,### Non-parametric

### FUN COLLECTION

Fun Collection. In this section we provide humorous items related to statistics, including cartoons, a gallery of statistical art, jokes, games, magic, poems, word puzzles, quotes, songs, short stories, and videos. Click here for an introduction to the literature and CHI-SQUARE SAMPLING DISTRIBUTION GENERATOR Chi-Square Sampling Distribution Generator. This page generates a graph of the Chi-Square distribution and displays the associated probabilities. Users enter the degrees of freedom (between 1 and 20, inclusive) upon opening the page. RESEARCH ON STUDENTS' UNDERSTANDING OF PROBABILITY In this chapter, I provide a discussion of selected discoveries that have been made about students' conceptions of probability. I also include a discussion of some trends in student performace on probability items on the 1996 National Assessment of Educational Progress (NAEP). In light of what is known about student thinking and performance in probability, I present some### LICORICE GARGLE

Recently, a study reported that gargling with licorice halves the risk of sore throat after intubation with conventional endotracheal tubes, based on a study of just 40 patients. A number of active ingredients have been isolated from licorice, including glycyrrhizin, liquilitin, liquiritigenin, and glabridin. AFRICAN LIONS: MODELING POPULATIONS Learn to distinguish between exponential and logistic growth of populations, identify carrying capacity, differentiate density-dependent and density-independent limiting factors, apply population models to data sets and determine carrying capacity from population data. Make predictions on graphs and interpret graphical data to analyze factors that influence population growth. DATA COLLECTION: EXCEL DATA SETS FOR CLASSROOM USE This collection of datasets from Dr. John Rasp's Statistics Webpage is for his STAT 460 (Experimental Design & Advanced Data Analysis), STAT 301 (Business Statistics), STAT 201 (Intro to Business Statistics) classes. This also provides links for statistical web pages, resources for statistical studies, Homework and lecture reviews. POWER COMPARISONS OF THE MANN-WHITNEY U AND PERMUTATION TESTS Power Comparisons of the Mann-Whitney U and Permutation Tests Abstract: Though the Mann-Whitney U-test and permutation tests are often used in cases where distribution assumptions for the two-sample t-test for equal means are not met, it is not widely understood how the powers of the two tests compare. CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education.### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET.### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the FOOD: THE PROBABILITY OF A KISS Summary: Through generating, collecting, displaying, and analyzing data, students are given the opportunity to explore a variety of descriptive statistical techniques and develop an understanding of the distinction between theoretical, subjective, and empirical (or experimental) probabilities. These concepts are developed with activities using Hershey KissesTM and may be extended to introduce DEVELOPMENT AND VALIDATION OF AN INSTRUMENT TO MEASURE The Statistical Anxiety Rating Scale (STARS) was developed to measure statistical anxiety. Statistical anxiety is defined as the feelings of anxiety encountered when taking a statistics course or doing statistical analyses. Eighty-nine items were generated and presented to a sample of 1150 statistics students. STARS can be used by statistics teachers to help diagnose areas of high anxiety. INTELLIGENT ANIMALS: HOW TO ASSESS APPLET KNOWLEDGE IN Write out the null and alternative hypothesis for this study (in words and/or symbols). If you conduct a test of significance using simulation, what values would you use in the one-proportion applet? BAG OF LITTLE RANDOM FORESTS (BLRF) of computational burden brought by bootstrap aggregation, a method we will explain in detail, to pave the way for the discussion of Bag of Little Random Forests in Chapter 4. DATA SCIENCE WITH R WORKFLOW Import Tidy Transform Data Science with R Workflow The Data Science With R Workï¬‚ow is available in the book: R For Data Science. If you want to learn R and this CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education.### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET.### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the FOOD: THE PROBABILITY OF A KISS Summary: Through generating, collecting, displaying, and analyzing data, students are given the opportunity to explore a variety of descriptive statistical techniques and develop an understanding of the distinction between theoretical, subjective, and empirical (or experimental) probabilities. These concepts are developed with activities using Hershey KissesTM and may be extended to introduce DEVELOPMENT AND VALIDATION OF AN INSTRUMENT TO MEASURE The Statistical Anxiety Rating Scale (STARS) was developed to measure statistical anxiety. Statistical anxiety is defined as the feelings of anxiety encountered when taking a statistics course or doing statistical analyses. Eighty-nine items were generated and presented to a sample of 1150 statistics students. STARS can be used by statistics teachers to help diagnose areas of high anxiety. INTELLIGENT ANIMALS: HOW TO ASSESS APPLET KNOWLEDGE IN Write out the null and alternative hypothesis for this study (in words and/or symbols). If you conduct a test of significance using simulation, what values would you use in the one-proportion applet? BAG OF LITTLE RANDOM FORESTS (BLRF) of computational burden brought by bootstrap aggregation, a method we will explain in detail, to pave the way for the discussion of Bag of Little Random Forests in Chapter 4. DATA SCIENCE WITH R WORKFLOW Import Tidy Transform Data Science with R Workflow The Data Science With R Workï¬‚ow is available in the book: R For Data Science. If you want to learn R and this CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education. TEACHING OF STATISTICS IN THE HEALTH SCIENCES Our mission is to promote excellence in the teaching of statistics in the health sciences through the dissemination of peer-reviewed/approved teaching materials that are centrally archived in a public domain, easy to navigate, website. STATISTICS GLOSSARY V1.1 Statistics Glossary v1.1. This site is a glossary of statisical terms searchable by topic or in alphabetical order. Topics include: Basic Definitions, Presenting Data, Sampling, Probability, Confidence Intervals, Hypothesis Testing, Paired Data, Correlation and Regression, Design of Experiments and ANOVA, Categorical Data,### Non-parametric

### FUN COLLECTION

Fun Collection. In this section we provide humorous items related to statistics, including cartoons, a gallery of statistical art, jokes, games, magic, poems, word puzzles, quotes, songs, short stories, and videos. Click here for an introduction to the literature and CHI-SQUARE SAMPLING DISTRIBUTION GENERATOR Chi-Square Sampling Distribution Generator. This page generates a graph of the Chi-Square distribution and displays the associated probabilities. Users enter the degrees of freedom (between 1 and 20, inclusive) upon opening the page. RESEARCH ON STUDENTS' UNDERSTANDING OF PROBABILITY In this chapter, I provide a discussion of selected discoveries that have been made about students' conceptions of probability. I also include a discussion of some trends in student performace on probability items on the 1996 National Assessment of Educational Progress (NAEP). In light of what is known about student thinking and performance in probability, I present some### LICORICE GARGLE

Recently, a study reported that gargling with licorice halves the risk of sore throat after intubation with conventional endotracheal tubes, based on a study of just 40 patients. A number of active ingredients have been isolated from licorice, including glycyrrhizin, liquilitin, liquiritigenin, and glabridin. AFRICAN LIONS: MODELING POPULATIONS Learn to distinguish between exponential and logistic growth of populations, identify carrying capacity, differentiate density-dependent and density-independent limiting factors, apply population models to data sets and determine carrying capacity from population data. Make predictions on graphs and interpret graphical data to analyze factors that influence population growth. DATA COLLECTION: EXCEL DATA SETS FOR CLASSROOM USE This collection of datasets from Dr. John Rasp's Statistics Webpage is for his STAT 460 (Experimental Design & Advanced Data Analysis), STAT 301 (Business Statistics), STAT 201 (Intro to Business Statistics) classes. This also provides links for statistical web pages, resources for statistical studies, Homework and lecture reviews. POWER COMPARISONS OF THE MANN-WHITNEY U AND PERMUTATION TESTS Power Comparisons of the Mann-Whitney U and Permutation Tests Abstract: Though the Mann-Whitney U-test and permutation tests are often used in cases where distribution assumptions for the two-sample t-test for equal means are not met, it is not widely understood how the powers of the two tests compare. CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education.### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET. STATISTICS GLOSSARY V1.1 Statistics Glossary v1.1. This site is a glossary of statisical terms searchable by topic or in alphabetical order. Topics include: Basic Definitions, Presenting Data, Sampling, Probability, Confidence Intervals, Hypothesis Testing, Paired Data, Correlation and Regression, Design of Experiments and ANOVA, Categorical Data,### Non-parametric

### FUN COLLECTION

Fun Collection. In this section we provide humorous items related to statistics, including cartoons, a gallery of statistical art, jokes, games, magic, poems, word puzzles, quotes, songs, short stories, and videos. Click here for an introduction to the literature and### FRAMINGHAM DIDACTIC

### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the BAG OF LITTLE RANDOM FORESTS (BLRF) Bag of Little Random Forests (BLRF) December 17, 2017 Abstract Random Forests (Breiman, 2001) are an ensemble method that utilizes a number### of deci-

POWER COMPARISONS OF THE MANN-WHITNEY U AND PERMUTATION TESTS Power Comparisons of the Mann-Whitney U and Permutation Tests Abstract: Though the Mann-Whitney U-test and permutation tests are often used in cases where distribution assumptions for the two-sample t-test for equal means are not met, it is not widely understood how the powers of the two tests compare. CAUSEWEB | CONSORTIUM FOR THE ADVANCEMENT OF UNDERGRADUATE Consortium for the Advancement of Undergraduate Statistics Education. A national organization whose mission is to support the advancement of undergraduate statistics education.### USCOTS 2021

USCOTS 2021. Home About Call for Proposals Registration ($25) Program Keynotes Birds of a Feather Discussions (Coming Soon) Breakout Sessions Posters & Beyond (Coming Soon) Tech Talks Workshops A-Î¼-Sing! Competition Lifetime Achievement Award Reading Groups SPARKS Challenge Code of### USCOTS 2021

Monday, June 28th. 11:15 am - 11:45 am ET. Orientation. 12:00 pm - 1:00 pm ET. Opening Session: Five-Minute Presentations on "Expanding Opportunities". 1:15 pm - 2:15 pm ET. Teaching and Learning Data Science: Itâ€™s All About People. With Rebecca Nugent (Carnegie Mellon University) 2:30 pm - 3:45 pm ET. STATISTICS GLOSSARY V1.1 Statistics Glossary v1.1. This site is a glossary of statisical terms searchable by topic or in alphabetical order. Topics include: Basic Definitions, Presenting Data, Sampling, Probability, Confidence Intervals, Hypothesis Testing, Paired Data, Correlation and Regression, Design of Experiments and ANOVA, Categorical Data,### Non-parametric

### FUN COLLECTION

Fun Collection. In this section we provide humorous items related to statistics, including cartoons, a gallery of statistical art, jokes, games, magic, poems, word puzzles, quotes, songs, short stories, and videos. Click here for an introduction to the literature and### FRAMINGHAM DIDACTIC

### USCOTS 2021

STATS: THE MAGAZINE FOR STUDENTS OF STATISTICS STATS magazine contains many articles that may be of interest to students of statistics and educators. Articles vary from those that are meant to teach and inform about different concepts and ideas to those that provide ideas for how to teach important topics to others. Some issues also include interesting data sets and information about ways to become more involved in the BAG OF LITTLE RANDOM FORESTS (BLRF) Bag of Little Random Forests (BLRF) December 17, 2017 Abstract Random Forests (Breiman, 2001) are an ensemble method that utilizes a number### of deci-

POWER COMPARISONS OF THE MANN-WHITNEY U AND PERMUTATION TESTS Power Comparisons of the Mann-Whitney U and Permutation Tests Abstract: Though the Mann-Whitney U-test and permutation tests are often used in cases where distribution assumptions for the two-sample t-test for equal means are not met, it is not widely understood how the powers of the two tests compare. RESOURCES | CAUSEWEB Switch to Browse by Pedagogical Method Advising Careers, graduate schools, opportunities for students. Analysis Tools Software and on-line tools. Building Blocks Unattached components for modular use. Classics Step into the past with some foundational efforts in establishing the statistics educator community. Caption Contest Each month a panel of educators will evaluate the **PRACTICE CLASSIFYING STATISTICAL PROBLEMS On this site, students can practice classifying statistics problems. They first click to check the statistical methods that they want to practice classifying. Then they click the "Submit" button to get a description of a research project that involves a statistical technique. Students then click on the technique that will most likely be used in the project.### SONG LIBRARY

Recognize, in context, parts of a chi-squared test for independence (null, degrees of freedom, and observed vs expected rationale). FOOD: THE PROBABILITY OF A KISS Summary: Through generating, collecting, displaying, and analyzing data, students are given the opportunity to explore a variety of descriptive statistical techniques and develop an understanding of the distinction between theoretical, subjective, and empirical (or experimental) probabilities. These concepts are developed with activities using Hershey KissesTM and may be extended to introduce DEVELOPMENT AND VALIDATION OF AN INSTRUMENT TO MEASURE The Statistical Anxiety Rating Scale (STARS) was developed to measure statistical anxiety. Statistical anxiety is defined as the feelings of anxiety encountered when taking a statistics course or doing statistical analyses. Eighty-nine items were generated and presented to a sample of 1150 statistics students. STARS can be used by statistics teachers to help diagnose areas of CHI-SQUARE SAMPLING DISTRIBUTION GENERATOR Chi-Square Sampling Distribution Generator. This page generates a graph of the Chi-Square distribution and displays the associated probabilities. Users enter the degrees of freedom (between 1 and 20, inclusive) upon opening the page. INTELLIGENT ANIMALS: HOW TO ASSESS APPLET KNOWLEDGE IN Write out the null and alternative hypothesis for this study (in words and/or symbols). If you conduct a test of significance using simulation, what values would you use in the one-proportion applet? WHAT MAKES THE STANDARD DEVIATION LARGER OR SMALLER What Makes the Standard Deviation Larger or Smaller? You will find 15 pairs of graphs on the next several pages. The mean for each graph (m) is given just above each histogram.For each pair of POWER COMPARISONS OF THE MANN-WHITNEY U AND PERMUTATION TESTS Power Comparisons of the Mann-Whitney U and Permutation Tests Abstract: Though the Mann-Whitney U-test and permutation tests are often used in cases where distribution assumptions for the two-sample t-test for equal means are not met, it is not widely understood how the powers of the two tests compare. DATA SCIENCE WITH R WORKFLOW Import Tidy Transform Data Science with R Workflow The Data Science With R Workï¬‚ow is available in the book: R For Data Science. If you want to learn R and this Skip to main content __Â Login __Â Register __Â About### CAUSE

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