Statistics with Naomi Lowe - complete 14 lecture course

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14 modules covering 12 lectures on a variety of topics within Statistics.

- Two Branches of Statistics: Descriptive Statistics or Inferential Statistics
- Sampling
- Level of Measurement
Graphs and Tables; - Frequency Graphs; - Histograms ;
Measure of Central Tendency; - Mean, Median, Mode; - Variability (Spread) ;
Calculating Standard Deviation using MS Excel ; - Z-Score and Raw Score ; - Normal Curve ;
Estimates, Z-Score, Standard Deviation ; - Samples ; - Population;
Hypothesis Testing ; - Logic of Hypothesis Testing and Prediction; - One and Two Tailed Tests ;
Hypothesis Testing with Means of Samples; - Distribution of Means.; - Confidence Intervals ;
Significance ; - Error Type 1 + Type 2; - Effect Size ; - Power: A priori and Retrospective ;
T-tests; - Standard Deviation and Variance ; - One Sample t; - Dependent and Paired t ;
Independent t tests; - Hypothesis Testing, Distribution of Mean Differences, Calculations; - Issues with t ;
ANOVA acronym ; - Analysis of Variance ; - Comparison of more than 1 population ;
Correlation and Regression ; - Scatterpots and R values ; - Calculating Pearson's r ;
Chi Square; - Goodness of Fit ; - Statistical Report of Chi Square ;
Randomization ; - Comparison Distribution; - Testing Randomization;