05:45

Summary Statistics in R

11:25

R markdown workflow

03:03

Creating frequency tables in R using dplyr

02:14

Calculating summary statistics by group using dplyr

05:16

Basic summary statistics in R

04:40

Creating side-by-side boxplots using ggplot2

01:52

Creating a density plot using ggplot2

02:33

Creating a boxplot using ggplot2

02:16

Creating a histogram in ggplot2

03:46

Creating a barchart in ggplot2

02:02

RStudio Basics: Install & Load an R Package

04:21

Rstudio Basics: The Layout

22:18

Inequalities useful in probability

29:13

Law of large numbers

03:04

Standard Normal Probabilities in R

02:46

Normal Quantiles in R

02:49

Calculating Normal Probabilities in R

05:19

R: Bootstrap confidence intervals for a single proportion

08:08

R: One-sample bootstrap CI for the mean

28:48

EDA for Elementary Statistics in R

06:13

Simple Linear Regression in R

02:20

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

03:24

Using StatKey to calculate p-values

04:08

Randomization Test for a Single Mean in StatKey

05:04

Randomization Test for a Difference in Proportions in StatKey

03:26

Randomization Test for a Single Proportion in StatKey

01:45

Using StatKey to Calculate a Bootstrap CI for a Mean

03:50

Bootstrap CI for a Proportion using StatKey

13:27

R Tutorial: Intro to R and EDA

03:28

Small-Sample Confidence Intervals for the Mean in SPSS

02:53

Histograms in SPSS

12:11

Diagnostic plots for SLR in SPSS

02:16

Scatterplots in SPSS

03:48

Fitting SLR in SPSS

01:48

Correlation in SPSS

02:16

Comparative boxplots in SPSS

03:47

Multiple Regression

02:30

Polynomial Regression

07:26

Simple Linear Regression

04:57

two sample t

05:21

paired inference

05:22

One sample tests for means