Statistical hypothesis testing

Simple hypothesis

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What is a Null Hypothesis?

Overview of null hypothesis, examples of null and alternate hypotheses, and how to write a null hypothesis statement.

From playlist Hypothesis Tests and Critical Values

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Teach Astronomy - Testing a Hypothesis

http://www.teachastronomy.com/ One of the basic tasks of science is to test hypotheses. A hypothesis is a description of a set of data, a model, usually a mathematical description in most branches of science. To test a hypothesis we need data of sufficient quantity and quality, and our a

From playlist 01. Fundamentals of Science and Astronomy

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What is the Riemann Hypothesis?

This video provides a basic introduction to the Riemann Hypothesis based on the the superb book 'Prime Obsession' by John Derbyshire. Along the way I look at convergent and divergent series, Euler's famous solution to the Basel problem, and the Riemann-Zeta function. Analytic continuation

From playlist Mathematics

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Intro to Hypothesis Testing

What is a hypothesis test? The meaning of the null and alternate hypothesis, with examples. Overview of test statistics and confidence levels.

From playlist Hypothesis Tests and Critical Values

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Why You Should Never Say "It's Just A Theory"

A portion of our culture distrusts the scientific method, assuming that there are transcendent truths unknowable by science. But nothing is truly out of bounds for science. If it's real, it can be studied, and tested. Perhaps the greatest misunderstanding our culture has about the scientif

From playlist Science for Common Folk

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Why science is NOT 'Just a Theory'

Have you ever heard ‘evolution’ dismissed as ‘just a theory’? Is a scientific theory no different to the theory that Elvis is still alive? Jim Al-Khalili puts the record straight. Subscribe for regular science videos: http://bit.ly/RiSubscRibe There’s an important difference between a sci

From playlist Ri Animations

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B04 Example problem of simple harmonic oscillation

Solving an example problem of simple harmonic oscillation, which requires calculating the solution to a second order ordinary differential equation.

From playlist Physics ONE

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Ptolemy's theorem and generalizations | Rational Geometry Math Foundations 131 | NJ Wildberger

The other famous classical theorem about cyclic quadrilaterals is due to the great Greek astronomer and mathematician, Claudius Ptolemy. Adopting a rational point of view, we need to rethink this theorem to state it in a purely algebraic way, without resort to `distances' and the correspon

From playlist Math Foundations

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Test Set - Data Science

In this video, we learn the answer to the question posed in the previous video (link to Multiple Hypothesis Testing video): How do I train a model with the computer and then test it? We then explore some properties of our solution and we talk about some important dos and don’ts. Link to

From playlist Introduction to Data Science - Foundations

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The Scientific Method and the question of "Infinite Sets" | Sociology and Pure Maths| N J Wildberger

Let's get some kind of serious discussion going about the differences in methodology and philosophy between the sciences and mathematics, and how these differences manifest themselves in the attitude towards the logical foundations of mathematics. In particular we look at a bulwark notio

From playlist Sociology and Pure Mathematics

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Bias Variance Tradeoff

In this video, we learn about the second most important tradeoff in Machine Learning: the bias variance tradeoff. Although we are simply rephrasing the results that we got in the previous video, there are two main reasons for doing this: 1. This is the common way of looking at the approx

From playlist Introduction to Data Science - Foundations

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Approximation Generalization Tradeoff

In this video, we explore the most important tradeoff in Machine Learning: the approximation generalization tradeoff. We will also go over how this tradeoff effects almost every Machine Learning decision on the books. Link to my notes on Introduction to Data Science: https://github.com/kn

From playlist Introduction to Data Science - Foundations

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Lecture 08 - Bias-Variance Tradeoff

Bias-Variance Tradeoff - Breaking down the learning performance into competing quantities. The learning curves. Lecture 8 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App - https://itunes.apple.com/us/course/ma

From playlist Machine Learning Course - CS 156

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Analyze Phase In Six Sigma | Six Sigma Green Belt Training

The fourth lesson of the Lean Six Sigma Green Belt Course offered by Simplilearn. This lesson will cover the details of the analyze phase. In the Lean Six Sigma process, you begin with the define phase where you define the problem and then the current process performance is measured. Next

From playlist Six Sigma Training Videos [2022 Updated]

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Statistics For Data Science | Data Science Tutorial | Simplilearn

🔥 Advanced Certificate Program In Data Science: https://www.simplilearn.com/pgp-data-science-certification-bootcamp-program?utm_campaign=StatisticsForDataScience-Lv0xcdeXaGU&utm_medium=DescriptionFirstFold&utm_source=youtube 🔥 Data Science Bootcamp (US Only): https://www.simplilearn.com/da

From playlist Data Science For Beginners | Data Science Tutorial🔥[2022 Updated]

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STAT 200 Lesson 12 Lecture

Table of Contents: 01:19 - 1. Construct a scatterplot using ME and 02:04 - Scatterplot in Minitab Express 04:09 - 2. Identify the explanatory and response 06:35 - 3. Identify situations in which correlat 09:58 - 4. Compute Pearson r using Minitab Expre 15:28 - Correlation in

From playlist STAT 200 Video Lectures

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O'Reilly Webcast: Bayesian Statistics Made Simple

Join Allen Downey, author of Think Stats: Probability and Statistics for Programmers for an introduction to Bayesian statistics using Python. Bayesian statistical methods are becoming more common and more important, but there are not many resources to help beginners get started. People who

From playlist O'Reilly Webcasts 2

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The Likelihood Ratio Test

http://AllSignalProcessing.com for more great signal-processing content: ad-free videos, concept/screenshot files, quizzes, MATLAB and data files. The likelihood ratio test maximizes the probability of correctly deciding hypothesis H_1 is true for any given probability of deciding H_0 is

From playlist Estimation and Detection Theory

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IntroToNPTests.2.HLABBernoulli

This video is brought to you by the Quantitative Analysis Institute at Wellesley College. The material is best viewed as part of the online resources that organize the content and include questions for checking understanding: https://www.wellesley.edu/qai/onlineresources

From playlist Intro To Non-Parametric Tests (updated)

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Equations & Formulas

More resources available at www.misterwootube.com

From playlist Basic Equations

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Statistical hypothesis testing