Statistical hypothesis testing | Theory of probability distributions

Null distribution

In statistical hypothesis testing, the null distribution is the probability distribution of the test statistic when the null hypothesis is true.For example, in an F-test, the null distribution is an F-distribution.Null distribution is a tool scientists often use when conducting experiments. The null distribution is the distribution of two sets of data under a null hypothesis. If the results of the two sets of data are not outside the parameters of the expected results, then the null hypothesis is said to be true. (Wikipedia).

Null distribution
Video thumbnail

Statistics: Ch 9 Hypothesis Testing (3 of 35) What is the "Null Hypothesis"?

Visit http://ilectureonline.com for more math and science lectures! To donate: http://www.ilectureonline.com/donate https://www.patreon.com/user?u=3236071 The alternative hypothesis gives a different (or alternate) explanation about the product, the design, of the capability that indicat

From playlist STATISTICS CH 9 HYPOTHESIS TESTING

Video thumbnail

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

Video thumbnail

Null points and null lines | Universal Hyperbolic Geometry 12 | NJ Wildberger

Null points and null lines are central in universal hyperbolic geometry. By definition a null point is just a point which lies on its dual line, and dually a null line is just a line which passes through its dual point. We extend the rational parametrization of the unit circle to the proj

From playlist Universal Hyperbolic Geometry

Video thumbnail

Null Space: Is a Vector in a Null Space? Find a Basis for a Null Space

This video explains how to determine if a vector is in a null space and how to find a basis for a null space.

From playlist Column and Null Space

Video thumbnail

Null space of a matrix using sympy

In this video I give a brief overview of the null space of a matrix and how to calculate (y hand) the column vectors that will make up the null space of the column. This becomes much easier in sympy, by simply using the nullspace function. If you want to learn more about the null space o

From playlist Modern linear algebra using Python instead of a textbook

Video thumbnail

Null Spaces And Ranges

Definitions of null space, injectivity, range, and surjectivity. Fundamental theorem of linear maps. Consequences for systems of linear equations.

From playlist Linear Algebra Done Right

Video thumbnail

Statistics: Ch 9 Hypothesis Testing (4 of 35) What is the "Alternative Hypothesis"?

Visit http://ilectureonline.com for more math and science lectures! To donate: http://www.ilectureonline.com/donate https://www.patreon.com/user?u=3236071 The null hypothesis (H0) is a statement about the population, the product, the design, of the capability or property of a population,

From playlist STATISTICS CH 9 HYPOTHESIS TESTING

Video thumbnail

What is a Null Set | Is Null Set a Subset of Every Set? | Don't Memorise

What is a Null Set? Is it a subset of every set? To learn more about Sets, enroll in our full course now: https://infinitylearn.com/microcourses?utm_source=youtube&utm_medium=Soical&utm_campaign=DM&utm_content=BhFgcf0VSYc&utm_term=%7Bkeyword%7D In this video, we will learn: 0:00 what i

From playlist Middle School Math - Sets

Video thumbnail

Power and Type II Error

I recently uploaded 200 videos that are much more concise with excellent graphics. Click the link in the upper right-hand corner of this video. It will take you to my youtube channel where videos are arranged in playlists. In this older video: understanding Power and Type II Error and be

From playlist Older Statistics Videos and Other Math Videos

Video thumbnail

Chapter 11.1: Chi-Squared Test for Goodness of Fit

Chapter 11.1 from "Introduction to Statistics, Think & Do" by Scott Stevens (http://www.StevensStats.com) Textbook from Publisher, $29.95 print, $9.95 PDF http://www.centerofmathematics.com/wwcomstore/index.php/thinkdov4-1.html Textbook from Amazon: https://amzn.to/2zJRCjL

From playlist Statistics Lecture Videos

Video thumbnail

Permutation-based statistics

This video lesson is part of a complete course on neuroscience time series analyses. The full course includes - over 47 hours of video instruction - lots and lots of MATLAB exercises and problem sets - access to a dedicated Q&A forum. You can find out more here: https://www.udemy.

From playlist NEW ANTS #5) Permutation-based statistics

Video thumbnail

Hypothesis testing (ALL YOU NEED TO KNOW!)

0:00 Introduction 3:41 Intuition behind hypothesis testing 10:16 Example 1 12:57 Null hypothesis 22:00 Test statistic 28:27 p-valiue 33:38 Confidence intervals 37:46 Significant treatment difference 42:25 Power and Sample size (THE BEST!) 50:47 Example 2

From playlist Statistical Inference (7 videos)

Video thumbnail

Playing with Power: P-Values Pt 3: Crash Course Statistics #23

We're going to finish up our discussion of p-values by taking a closer look at how they can get it wrong, and what we can do to minimize those errors. We'll discuss Type 1 (when we think we've detected an effect, but there actually isn't one) and Type 2 (when there was an effect we didn't

From playlist Statistics

Video thumbnail

07b Data Analytics: Hypothesis Testing

Lecture on hypothesis testing.

From playlist Data Analytics and Geostatistics

Video thumbnail

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]

Video thumbnail

STAT 200 Lesson 11 Lecture

0:55 - Review #1: Frequency tables 1:27 - Review #2: Two-way contingency tables 2:24 - Review #3: Probability distribution plots 3:26 - Review #4: Conditional probabilities 5:14 - Review #5: Independence 6:08 - Lesson 11 learning objectives 6:38 - 1. Construct a chi-square probability dist

From playlist STAT 200 Video Lectures

Video thumbnail

Introduction to power in significance tests | AP Statistics | Khan Academy

Introduction to power in significance tests. View more lessons or practice this subject at http://www.khanacademy.org/math/ap-statistics/tests-significance-ap/error-probabilities-power/v/introduction-to-power-in-significance-tests?utm_source=youtube&utm_medium=desc&utm_campaign=apstatisti

From playlist Significance tests (hypothesis testing) | AP Statistics | Khan Academy

Video thumbnail

The Largest and Smallest Values for the Rank and Nullity of a Matrix (3 x 5)

This video explains how to determine the largest and smallest possible values for the rank and nullity of a 3 by 5 matrix.

From playlist Column and Null Space

Video thumbnail

STAT 200 Lesson 5 Full Video Lecture

Table of Contents: 00:25 - Learning objectives 00:43 - Review: Symbols 01:59 - Hypothesis testing scenario example 02:58 - Five step hypotehsis testing procedure 04:43 - 1. Identify and write null and alternative hypotheses 08:26 - Example: Proportion broken products 10:15

From playlist STAT 200 Video Lectures

Related pages

Statistical hypothesis testing | Maximum likelihood estimation | Test statistic | F-distribution | Probability distribution | Bayesian probability | Bootstrapping (statistics) | F-test | Null hypothesis