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Data Analysis and Statistical Modeling in R

Introduction

Data analysis and statistical modelling in R Intro (1:28)
All coding files
1 Downloading and Installing R (4:01)
2 Navigating R studio (9:37)

Statistical Data Distribution

2 Basic Statistic Concepts (8:15)
1 Math Functions (4:44)
3 Statistical Distributions (13:53)
4 Statistical Distribution Functions (3:37)
5 Data Distribution and Simulation in R (12:06)

Plots and Charts

1 Bar plot (16:07)
2 Bar plots for groups (7:48)
3 Pie Charts and Graphical Parameters (10:35)
4 Finishing Pie charts (6:50)
5 Histograms (15:27)
6 Understanding Urban Population of US using Histogram (2:54)
7 Box Plots (9:07)
8 Box plots for groups (3:44)
9 Scatter Plots (15:03)
10 Mat Plots (9:01)

Statistical Tests and Applications

1 statistical tests (22:08)
2 Data Distribution and Simulation Finished (10:47)
3 Single Proportional Test (15:00)
4 Double Proportion (5:37)
5 T-Test Overview (6:06)
6 One Sample T-Test Default T-Test (6:56)
7 Two sample T-Test Independent sample T-test (11:33)
8 Paired T-Test (10:27)
9 F-Test ANOVA Tukey HSD (6:26)
10 Performing F-Test ANOVA Tukey HSD (12:39)
11 Chi Square One Sample Goodness of fit Test (7:40)
12 Chi-Square test for Independance (7:04)
13 Correlation Test (14:50)
Good bye (1:19)

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