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Statistics Fundamentals
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Comprehensive overview of statistical concepts, from basic distributions to advanced topics like maximum likelihood, providing a solid foundation for data analysis and interpretation.
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43
Lesons
8 hours
On-Demand
Free-Video
Linear Regression and Linear Models
0
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Learn powerful statistical tools: linear regression and models. Predict continuous values using various data types. Covers least squares, multiple regression, t-tests, ANOVA, and R implementation.
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10
Lesons
1 hour 30 minutes
On-Demand
Free-Video
Santa Fe Institute
What Beer and Running Taught Me About the Scientific Process - Christie Aschwanden at SFI
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Christie Aschwanden explores the scientific method through beer and running, revealing insights on statistics, methodology, and reproducibility while emphasizing the importance of skepticism in science journalism.
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32
Lesons
47 minutes
On-Demand
Free-Video
Professor Knudson
Introductory Hypothesis Testing
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Learn essential concepts and techniques for statistical hypothesis testing, including p-values, errors, and various test types for means and proportions.
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8
Lesons
1 hour 30 minutes
On-Demand
Free-Video
Statistics - Vol 5
0
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Comprehensive guide to hypothesis testing, covering means, large samples, p-values, population proportions, and variances. Learn to calculate, interpret, and apply statistical concepts for robust data analysis.
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17
Lesons
1 hour 30 minutes
On-Demand
Free-Video
Hypothesis Testing and P-Values
0
rewiews
Learn key concepts in statistical inference, including p-values, hypothesis testing, t-tests, and ANOVA. Develop skills to choose appropriate tests and interpret results for data-driven decision making.
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15
Lesons
1 hour 30 minutes
On-Demand
Free-Video
Choosing the Test, With Tests
0
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Learn to select and apply statistical tests, interpret p-values, and perform analyses using Excel, covering t-tests, regression, and chi-square tests for various data types.
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10
Lesons
1 hour 30 minutes
On-Demand
Free-Video
ExcelIsFun
Excel Statistical Analysis - Hypothesis Testing - P-Value & Critical Value Methods - 1 Tail Upper
0
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Master hypothesis testing in Excel: learn 5-step process, P-value and Critical Value methods for one-tail upper tests. Practical example using realtor salary data enhances understanding of statistical concepts.
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12
Lesons
33 minutes
On-Demand
Free-Video
Health Stats IQ
0
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Explore key statistical concepts in epidemiology, including confounding variables, log scales, standardization, confidence intervals, p-values, and risk measures.
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6
Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics
One-Way ANOVA - Analysis of Variance
0
rewiews
Learn to perform and interpret one-way ANOVA, including formulas, examples, confidence intervals, and p-value calculations for comparing multiple group means.
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5
Lesons
30 minutes
On-Demand
Free-Video
jbstatistics
Hypothesis Testing
0
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Learn hypothesis testing fundamentals, including rejection regions, p-values, error types, power calculations, and statistical significance. Explore Z and t tests for one mean, with practical examples and assumptions.
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16
Lesons
2 hours 30 minutes
On-Demand
Free-Video
StatQuest with Josh Starmer
Linear Regression, Clearly Explained
0
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Clear explanation of linear regression concepts, including least squares, R-squared, multivariable models, p-values, and F-distribution. Ideal for beginners seeking a solid foundation in statistical analysis.
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9
Lesons
27 minutes
On-Demand
Free-Video
Shashank Kalanithi
Practical Statistics for Data Scientists - Statistical Experiments Significance Testing
0
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Learn statistical experiments and significance testing for data science, covering A/B testing, hypothesis testing, resampling, and ANOVA, with practical examples and insights.
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18
Lesons
1 hour 7 minutes
On-Demand
Free-Video
The Royal College of Pathologists
Statistics in Medicine - Introduction to Clinical Research Analysis
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Explore key statistical concepts in clinical research, including descriptive and inferential statistics, confidence intervals, p-values, and various statistical tests used in medical studies.
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1
Lesons
42 minutes
On-Demand
Free-Video
Data Science Festival
Numbers and Art: Statistical Pitfalls and Their Consequences
0
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Explore statistical pitfalls in data analysis, from Simpson's Paradox to hypothesis testing. Learn to critically evaluate models and metrics, understanding their real-world implications beyond simple accuracy measures.
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1
Lesons
36 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI
Controlling False Discoveries in Genomics Data Analysis - What is the Null Hypothesis?
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Explore advanced techniques for controlling false discoveries in genomics data analysis, focusing on null hypothesis formulation and its impact on statistical inference in high-dimensional biological datasets.
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1
Lesons
29 minutes
On-Demand
Free-Video
Centrum Fizyki Teoretycznej PAN
Statistical Analysis in Cosmology: Goodness-of-Fit and Model Selection - Part 2
0
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Explore advanced statistical methods in cosmology, including model selection, MCMC, chi-square, and p-value analysis for robust data interpretation.
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1
Lesons
49 minutes
On-Demand
Free-Video
UofU Data Science
Hypothesis Testing with t-Tests and p-Values - Spring 2023
0
rewiews
Master statistical hypothesis testing through hands-on practice with t-tests and p-values, building essential skills for data-driven decision making and scientific research.
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1
Lesons
1 hour 23 minutes
On-Demand
Free-Video
Medicosis Perfectionalis
Statistics Introduction - Null Hypothesis, Odds Ratio, Confidence Interval, and P-value
0
rewiews
Master essential statistical concepts including hypothesis testing, odds ratios, confidence intervals, and p-values for medical research and data analysis. Learn key terms and methods for interpreting clinical study results.
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1
Lesons
31 minutes
On-Demand
Free-Video
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