Statistics

Statistics Fundamentals

1

Foundations of Statistics

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2

Data Sources and Collection

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3

Sampling Methods

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Data Presentation

4

Frequency Distributions

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5

Statistical Graphs

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6

Graph Interpretation

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Summary Statistics

7

Mean Median and Mode

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8

Comparing Averages

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9

Measures of Position

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10

Dispersion and Data Shape

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11

Standardization

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Probability

12

Probability Fundamentals

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13

Counting Principles

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14

Probability Rules

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15

Probability Tools and Diagrams

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Random Variables

16

Random Variables Intro

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17

Distribution Functions

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18

Discrete Distributions

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Normal and Sampling

19

Normal Distribution

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20

Sampling Distributions

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21

Introduction to Estimation

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Statistical Inference

22

Confidence Intervals

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23

Hypothesis Testing Framework

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24

Hypothesis Tests

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Advanced Analysis

25

Chi-Square Tests

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26

Correlation and Prediction

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27

Linear Regression

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