LawrenceStats - VideoAndMovie

Summary Statistics in R

5:45

Summary Statistics in R

R markdown workflow

11:25

R markdown workflow

Creating frequency tables in R using dplyr

3:03

Creating frequency tables in R using dplyr

Calculating summary statistics by group using dplyr

2:14

Calculating summary statistics by group using dplyr

Basic summary statistics in R

5:16

Basic summary statistics in R

Creating side-by-side boxplots using ggplot2

4:40

Creating side-by-side boxplots using ggplot2

Creating a density plot using ggplot2

1:52

Creating a density plot using ggplot2

Creating a boxplot using ggplot2

2:33

Creating a boxplot using ggplot2

Creating a histogram in ggplot2

2:16

Creating a histogram in ggplot2

Creating a barchart in ggplot2

3:46

Creating a barchart in ggplot2

RStudio Basics: Install & Load an R Package

2:02

RStudio Basics: Install & Load an R Package

Rstudio Basics: The Layout

4:21

Rstudio Basics: The Layout

Inequalities useful in probability

22:18

Inequalities useful in probability

Law of large numbers

29:13

Law of large numbers

Standard Normal Probabilities in R

3:04

Standard Normal Probabilities in R

Normal Quantiles in R

2:46

Normal Quantiles in R

Calculating Normal Probabilities in R

2:49

Calculating Normal Probabilities in R

R: Bootstrap confidence intervals for a single proportion

5:19

R: Bootstrap confidence intervals for a single proportion

R: One-sample bootstrap CI for the mean

8:08

R: One-sample bootstrap CI for the mean

EDA for Elementary Statistics in R

28:48

EDA for Elementary Statistics in R

Simple Linear Regression in R

6:13

Simple Linear Regression in R

Finding z* values for normal-based confidence intervals in StatKey

2:20

Finding z* values for normal-based confidence intervals in StatKey

Using StatKey to calculate p-values

3:24

Using StatKey to calculate p-values

Randomization Test for a Single Mean in StatKey

4:08

Randomization Test for a Single Mean in StatKey

Randomization Test for a Difference in Proportions in StatKey

5:04

Randomization Test for a Difference in Proportions in StatKey

Randomization Test for a Single Proportion in StatKey

3:26

Randomization Test for a Single Proportion in StatKey

Using StatKey to Calculate a Bootstrap CI for a Mean

1:45

Using StatKey to Calculate a Bootstrap CI for a Mean

Bootstrap CI for a Proportion using StatKey

3:50

Bootstrap CI for a Proportion using StatKey

R Tutorial: Intro to R and EDA

13:27

R Tutorial: Intro to R and EDA

Small-Sample Confidence Intervals for the Mean in SPSS

3:28

Small-Sample Confidence Intervals for the Mean in SPSS