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Intro to Statistics
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Practices of Science: Precision vs. Accuracy
Introduction
Course Registration
Peer Corner
Pre-Test
Module 1: Lesson 1: Research, The Scientific Method, and the Role of Statistics in the Health Care Field
Fundamentals of The Scientific Approach
What is Ethics in Research and Why is it Important?
Discussion Forum 1
Module 1: Lesson 2: Data, Variables, Populations, Samples, and Measurement
Data and Variables
Definitions, Uses, Data Types, and Levels of Measurement
1.2 Samples & Populations
Levels of Measurement
Notes on Measurement Error
Practices of Science: Precision vs. Accuracy
Reliability and Validity of Measurement
Module 1: Lesson 3: Research Design and Data Collection
Data Sources
Data Collection Methods
Variables in Research
Generating Good Research Questions
Module 1: Lesson 4: Randomization and Sampling
Elements of Research
Elements of Research
Chapter 7: Sampling Techniques
Practical Activity 1
Quiz: Module1: Lessons 3 & 4
Quiz: Module 1
Module 2: Lesson 1: Displaying Univariate Data
Graphing Qualititative Variables
Graphing Qualititative Variables - Graphic Distribution (Video)
Dot Plots
Stem and Leaf Displays
Graphing Distributions - Stem and Leaf Displays (Video)
Histograms
Graphing Distributions - Histograms (Video)
Creating a Frequency Table and its Graphs
Module 2: Lesson 2: Displaying Bivariate Data
Scatter Plot
Line Graphs
Graphing Distributions - Line Graphs (Video)
Run charts
Graphing of Bivariate Data 1
Module 2: Lesson 3: Communicating and Interpreting the Results of Graphical Statistical Analysis
Comunicating Clearly with Graphs and Charts
How to Interpret Scientific and Statistical Graphs
Discussion Forum 2
Module 3: Lesson 1: Measures of Central Tendency
What is Central Tendency?
Summarizing Distributions - What is Central Tendency (Video)
Measures of Central Tendency
Measures of Central Tendency (Video)
Mean vs. Median: What do they mean and when do you use them?
Module 3: Lesson 2: Measures of Dispersion
Measures of Variability
Graphing Distributions - Measures of Variability (Video)
Variance Demonstration
Module 3: Lesson 3: Measures of Position
1.5.2 - Measures of Position
Z-scores: Location of scores and standardized distributions
Normalizing Data
Module 3: Lesson 4: Using Boxplots to Summarize Datasets
Box Plots
Graphing Distributions - Box Plots (Video)
Adjusted Box Plots, Grouped Mean and Variance (Video)
Practical Activity 2
Module 3: Lesson 5: Extra Topics on Describing Data
Basic terminology
Measures of Shape: Skewness and Kurtosis
2.7: Skewness and the Mean, Median, and Mode
Misleading Graphs and Statistics
Bivariate Data 2 (Video)
Control Chart
Discussion Forum 3
Quiz: Module 3
Module 4: Lesson 1: Counting Rules
The Fundamental Counting Principle
Module 4: Lesson 2: Probability Basics
Probability
Basic Probability Rules
Conditional Probability and Independence
Conditional Probability and Independence (Video)
General Multiplication Rule
Bayes’ Rule for Clinicians: An Introduction
Evaluating Screening Tests
Probabilities with Contingency Tables
Practical Activity 3
Module 4: Lesson 3: Random Variables
Random Variables
Anatomy of a Random Variable
Module 4: Lesson 4: Discrete Random Variables and Discrete Distributions of Random Variables
Discrete Random Variables
Binomial Random Variables
The Poisson Distribution
Finding Poisson Probabilities
Module 4: Lesson 5: Continuous Random Variables and the Normal Distribution
Continuous Random Variables
Normal Random Variables
The Sandard Normal Distribution
Discussion Forum 4
Module 5: Lesson 1: Sampling Variablilty
Sample Variablility and Sampling Distributions
Module 5: Lesson 2: Sampling Distributions
Introduction to sampling distributions
Module 5: Lesson 3: The Central Limit Theorem
The Central Limit Theorem
Sampling Distribution of the Sample Mean, x-bar
Practical Activity 4
Module 6: Lesson 1: Estimation
Confidence Intervals Introduction
Module 6: Lesson 2: Confidence Intervals on Single Means and Proportions
Confidence Interval on the Mean
Proportion
Practical Activity 5
Module 6: Lesson 3: Confidence Intervals on Differences of Two Means and Proportions
Confidence Interval for Two Independent Samples, Continuous Outcome
Confidence Interval for Two Independent Samples, Dichotomous Outcome
Module 7: Lesson 1: The Basics of Hypothesis Testing
Introduction: The Logic of Hypothesis Testing
The Logic of Hypothesis Testing - Introduction (Video)
The Elements of Hypothesis Testing
Significance Testing
The Logic of Hypothesis Testing: Significance Testing (Video)
Type I and Type II Errors
The Logic of Hypothesis Testing: Type I and Type II Errors (Video)
One- and Two-Tailed Tests
The Logic of Hypothesis Testing: One- and Two-Tailed Tests (Video)
Module 7: Lesson 2: Hypothesis Testing of the Population Mean and Proportion
8.2: Large Sample Tests for a Population Mean
8.4: Small Sample Tests for a Population Mean
8.5: Large Sample Tests for a Population Proportion
Module 7: Lesson 3: Testing Two Samples
9.1: Comparison of Two Population Means- Large, Independent Samples
9.3: Comparison of Two Population Means - Paired Samples
9.4: Comparison of Two Population Proportions
Module 7: Lesson 4: Testing with Categorical Variables
The Chi-Square Distribution
The Chi-Square Distribution (Video)
The Chi-Square Test for Independence
11.3.1 - Example: Gender and Online Learning
The Chi-Square Test for Independence (Video)
11.2 - Goodness of Fit Test
11.2.1 - Five Step Hypothesis Testing Procedure
11.2.1.1 - Video: Cupcakes (Equal Proportions)
11.2.1.2- Cards (Equal Proportions)
Practical Activity 6
Quiz: Module 7: Lessons 3 & 4
Module 8: Lesson 1: Linear Correlation
Correlation and causation
Scatterplots and Correlation
Correlation and Simple linear Regession
What is the difference between coefficient of determination, and coefficient of correlation?
12.5: Testing the Significance of the Correlation Coefficient
Discussion Forum 5
Module 8: Lesson 2: The Basics of Linear Regression
Introduction to Linear Regression
Intro to Regression (Video)
What is Simple Linear Regression?
Applied Regression Analysis - Lesson 9.1: The Distinction Between Outliers and High Leverge Observations
Final Exam
Course and Self Evaluation & Certificate
Course Activities
Practical Activities.
Discussion Forums
Next
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Medicine Courses
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For our institutional partners: Full Programs/Graduate Medical Education
NIED Courses
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Universities
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All Courses
Medicine Courses
Public Health Courses
Community Health Courses
Professional Development Courses
Nursing Courses
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Sciences
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Public Health U - MPH
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Intro to Statistics
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Intro to Statistics
Module 1: Lesson 2: Data, Variables, Populations, Samples, and Measurement
Practices of Science: Precision vs. Accuracy
Practices of Science: Precision vs. Accuracy
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Course Registration
Peer Corner
Pre-Test
Fundamentals of The Scientific Approach
What is Ethics in Research and Why is it Important?
Discussion Forum 1
Data and Variables
Definitions, Uses, Data Types, and Levels of Measurement
1.2 Samples & Populations
Levels of Measurement
Notes on Measurement Error
Reliability and Validity of Measurement
Data Sources
Data Collection Methods
Variables in Research
Generating Good Research Questions
Elements of Research
Elements of Research
Chapter 7: Sampling Techniques
Practical Activity 1
Quiz: Module1: Lessons 3 & 4
Quiz: Module 1
Graphing Qualititative Variables
Graphing Qualititative Variables - Graphic Distribution (Video)
Dot Plots
Stem and Leaf Displays
Graphing Distributions - Stem and Leaf Displays (Video)
Histograms
Graphing Distributions - Histograms (Video)
Creating a Frequency Table and its Graphs
Scatter Plot
Line Graphs
Graphing Distributions - Line Graphs (Video)
Run charts
Graphing of Bivariate Data 1
Comunicating Clearly with Graphs and Charts
How to Interpret Scientific and Statistical Graphs
Discussion Forum 2
What is Central Tendency?
Summarizing Distributions - What is Central Tendency (Video)
Measures of Central Tendency
Measures of Central Tendency (Video)
Mean vs. Median: What do they mean and when do you use them?
Measures of Variability
Graphing Distributions - Measures of Variability (Video)
Variance Demonstration
1.5.2 - Measures of Position
Z-scores: Location of scores and standardized distributions
Normalizing Data
Box Plots
Graphing Distributions - Box Plots (Video)
Adjusted Box Plots, Grouped Mean and Variance (Video)
Practical Activity 2
Basic terminology
Measures of Shape: Skewness and Kurtosis
2.7: Skewness and the Mean, Median, and Mode
Misleading Graphs and Statistics
Bivariate Data 2 (Video)
Control Chart
Discussion Forum 3
Quiz: Module 3
The Fundamental Counting Principle
Probability
Basic Probability Rules
Conditional Probability and Independence
Conditional Probability and Independence (Video)
General Multiplication Rule
Bayes’ Rule for Clinicians: An Introduction
Evaluating Screening Tests
Probabilities with Contingency Tables
Practical Activity 3
Random Variables
Anatomy of a Random Variable
Discrete Random Variables
Binomial Random Variables
The Poisson Distribution
Finding Poisson Probabilities
Continuous Random Variables
Normal Random Variables
The Sandard Normal Distribution
Discussion Forum 4
Sample Variablility and Sampling Distributions
Introduction to sampling distributions
The Central Limit Theorem
Sampling Distribution of the Sample Mean, x-bar
Practical Activity 4
Confidence Intervals Introduction
Confidence Interval on the Mean
Proportion
Practical Activity 5
Confidence Interval for Two Independent Samples, Continuous Outcome
Confidence Interval for Two Independent Samples, Dichotomous Outcome
Introduction: The Logic of Hypothesis Testing
The Logic of Hypothesis Testing - Introduction (Video)
The Elements of Hypothesis Testing
Significance Testing
The Logic of Hypothesis Testing: Significance Testing (Video)
Type I and Type II Errors
The Logic of Hypothesis Testing: Type I and Type II Errors (Video)
One- and Two-Tailed Tests
The Logic of Hypothesis Testing: One- and Two-Tailed Tests (Video)
8.2: Large Sample Tests for a Population Mean
8.4: Small Sample Tests for a Population Mean
8.5: Large Sample Tests for a Population Proportion
9.1: Comparison of Two Population Means- Large, Independent Samples
9.3: Comparison of Two Population Means - Paired Samples
9.4: Comparison of Two Population Proportions
The Chi-Square Distribution
The Chi-Square Distribution (Video)
The Chi-Square Test for Independence
11.3.1 - Example: Gender and Online Learning
The Chi-Square Test for Independence (Video)
11.2 - Goodness of Fit Test
11.2.1 - Five Step Hypothesis Testing Procedure
11.2.1.1 - Video: Cupcakes (Equal Proportions)
11.2.1.2- Cards (Equal Proportions)
Practical Activity 6
Quiz: Module 7: Lessons 3 & 4
Correlation and causation
Scatterplots and Correlation
Correlation and Simple linear Regession
What is the difference between coefficient of determination, and coefficient of correlation?
12.5: Testing the Significance of the Correlation Coefficient
Discussion Forum 5
Introduction to Linear Regression
Intro to Regression (Video)
What is Simple Linear Regression?
Applied Regression Analysis - Lesson 9.1: The Distinction Between Outliers and High Leverge Observations
Practical Activities.
Discussion Forums
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