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1
StatQuest: Histograms, Clearly Explained
2
StatQuest: What is a statistical distribution?
3
StatQuest: The Normal Distribution, Clearly Explained!!!
4
Statistics Fundamentals: Population Parameters
5
Statistics Fundamentals: The Mean, Variance and Standard Deviation
6
StatQuest: What is a statistical model?
7
StatQuest: Sampling A Distribution
8
Hypothesis Testing and The Null Hypothesis
9
Alternative Hypotheses: Main Ideas!!!
10
p-values: What they are and how to interpret them
11
How to calculate p-values
12
p-hacking: What it is and how to avoid it!
13
Statistical Power, Clearly Explained!!!
14
Power Analysis, Clearly Explained!!!
15
Covariance and Correlation Part 1 (of 2): Covariance
16
Covariance and Correlation Part 2 (of 2): Pearson's Correlation
17
StatQuest: R-squared explained
18
The Central Limit Theorem
19
StatQuickie: Standard Deviation vs Standard Error
20
StatQuest: The standard error
21
Bam!!! Clearly Explained!!!
22
StatQuest: Technical and Biological Replicates
23
StatQuest - Sample Size and Effective Sample Size, Clearly Explained
24
Bar Charts Are Better than Pie Charts
25
StatQuest: Boxplots, Clearly Explained
26
StatQuest: Logs (logarithms), clearly explained
27
StatQuest: Confidence Intervals
28
StatQuickie: Thresholds for Significance
29
StatQuickie: Which t test to use
30
StatQuest: One or Two Tailed P-Values
31
The Binomial Distribution and Test, Clearly Explained!!!
32
StatQuest: Quantiles and Percentiles, Clearly Explained!!!
33
StatQuest: Quantile-Quantile Plots (QQ plots), Clearly Explained
34
StatQuest: Quantile Normalization
35
StatQuest: Probability vs Likelihood
36
StatQuest: Maximum Likelihood, clearly explained!!!
37
Maximum Likelihood for the Exponential Distribution, Clearly Explained! V2.0
38
Why Dividing By N Underestimates the Variance
39
Maximum Likelihood for the Binomial Distribution, Clearly Explained!!!
40
Maximum Likelihood For the Normal Distribution, step-by-step!
41
StatQuest: Odds and Log(Odds), Clearly Explained!!!
42
StatQuest: Odds Ratios and Log(Odds Ratios), Clearly Explained!!!
43
Live 2020-04-20!!! Expected Values
Description:
Dive into a comprehensive 8-hour video series covering fundamental statistical concepts. Gain a general overview of statistics and use it as a reference for various statistical topics. Learn about histograms, statistical distributions, normal distribution, population parameters, mean, variance, standard deviation, statistical models, sampling, hypothesis testing, p-values, statistical power, covariance, correlation, R-squared, central limit theorem, standard error, replicates, sample size, data visualization techniques, logarithms, confidence intervals, significance thresholds, t-tests, binomial distribution, quantiles, percentiles, Q-Q plots, quantile normalization, probability vs likelihood, maximum likelihood estimation, odds ratios, and expected values. Use this series to build a strong foundation in statistics and enhance your understanding of key statistical concepts and methodologies.

Statistics Fundamentals

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