In survey methodology, probability-proportional-to-size (pps) sampling is a sampling process where each element of the population (of size N) has some (independent) chance to be selected to the sample when performing one draw. This is proportional to some known quantity so that . One of the cases this occurs in, as developed by Hanson and Hurwitz in 1943, is when we have several clusters of units, each with a different (known upfront) number of units, then each cluster can be selected with a probability that is proportional to the number of units inside it. So, for example, if we have 3 clusters with 10, 20 and 30 units each, then the chance of selecting the first cluster will be 1/6, the second would be 1/3, and the third cluster will be 1/2. The pps sampling results in a fixed sample size n (as opposed to Poisson sampling which is similar but results in a random sample size with expectancy of n). When selecting items with replacement the selection procedure is to just draw one item at a time (like getting n draws from a multinomial distribution with N elements, each with their own selection probability). If doing a without-replacement sampling, the schema can become more complex. (Wikipedia).
What is "Probability sampling?" A brief overview. Four different types, their advantages and disadvantages: cluster, SRS (Simple Random Sampling), Systematic and Stratified sampling. Check out my e-book, Sampling in Statistics, which covers everything you need to know to find samples with
From playlist Sampling
Sampling Distribution of the PROPORTION: Friends of P (12-2)
The sampling distribution of the proportion is the probability distribution of all possible values of the sample proportions. It is analogous to the Distribution of Sample Means. When the sample size is large enough, the sampling distribution of the proportion can be approximated by a norm
From playlist Sampling Distributions in Statistics (WK 12 - QBA 237)
What is a Sampling Distribution?
Intro to sampling distributions. What is a sampling distribution? What is the mean of the sampling distribution of the mean? Check out my e-book, Sampling in Statistics, which covers everything you need to know to find samples with more than 20 different techniques: https://prof-essa.creat
From playlist Probability Distributions
Conditions Required to Use Normal to Approximate Sample Proportions
Sample proportions, like binomial successes, are discrete. As long as large samples are taken so np and n(1-p) are both at least 10, a continuous normal distribution yields an acceptable approximation of the probabilities associated with a sample proportion distribution.
From playlist Unit 7 Probability C: Sampling Distributions & Simulation
Overview of non probability sampling; advantages and disadvantages, types. Check out my e-book, Sampling in Statistics, which covers everything you need to know to find samples with more than 20 different techniques: https://prof-essa.creator-spring.com/listing/sampling-in-statistics
From playlist Sampling
How to Find the Probability Distribution for the Sample Proportion
Please Subscribe here, thank you!!! https://goo.gl/JQ8Nys How to Find the Probability Distribution for the Sample Proportion
From playlist Statistics
An overview and introduction to understanding sampling distributions of proportions [sample proportions] and how to calculate them
From playlist Unit 7 Probability C: Sampling Distributions & Simulation
How to Choose a SAMPLING Method (12-7)
When possible, use probability sampling methods, such as simple random, stratified, cluster, or systematic sampling.
From playlist Sampling Distributions in Statistics (WK 12 - QBA 237)
Sampling Distributions of Means
This is an old video. See StatsMrR.com for access to hundreds of 1-3 minute, well-produced videos for learning Statistics. In this older video: Understanding and working with sampling distributions of means. Calculating the mean and standard deviation and the probability associated with
From playlist Older Statistics Videos and Other Math Videos
Statistics Lecture 6.4: Sampling Distributions Statistics. Using Samples to Approx. Populations
https://www.patreon.com/ProfessorLeonard Statistics Lecture 6.4: Sampling Distributions of Sample Statistics. Using Samples to Approx. Populations
From playlist Statistics (Full Length Videos)
Sampling Distribution of Proportions in Business Statistics (Week 12B)
The sampling distribution of proportion is the probability distribution of all possible values of the sample proportion. We learn the two conditions to satisfy to use a normal distribution, then use the ICU data to randomly sample and calculate proportions. Lecture date: Tuesday, April 6,
From playlist Basic Business Statistics (QBA 237 - Missouri State University)
From playlist STAT 200 Video Lectures
Distribution of Sample Proportions and Central Limit Theorem
I use repeated sampling animations to highlight the power of large sample sizes and use OneNote to ink examples on the topic of random sampling distributions. There is reference to the Central Limit Theorem - by no means is it a proof of the theorem. This explanation is specifically ai
From playlist Statistics - MAM Unit 4
Table of Contents: 00:50 - Lecture structure Two Proportions 01:11 - Checking assumptions 02:50 - Computing the standard error by hand 03:59 - Example: Computing the standard error for a confidence interval 06:22 - Example: Computing the standard error for a hypothesis test 08
From playlist STAT 200 Video Lectures
Statistics Lecture 6.4 Part 2: Sampling Distributions of Sample Statistics.
From playlist Statistics Playlist 1
Chapter 7.3: Estimating a Population Proportion and Sample Size
Chapter 7.3 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
Excel Statistical Analysis 38: Normal Bell Curve to Estimate Range of Sample Proportions
Download Excel File: https://excelisfun.net/files/Ch07-ESA.xlsm PDF notes file: https://excelisfun.net/files/Ch07-ESA.pdf Learn about using the Normal Bell Curve to estimate a reasonable range of Sample Proportions. Topics: 1. (00:00) Introduction 2. (00:21) Formulas for using Normal Bel
From playlist Excel Statistical Analysis for Business Class Playlist of Videos from excelisfun
Statistics - Types of sampling
This video will show you the many ways that you could sample. Remember to look for those small differences such as if you are breaking things into groups first. For more videos visit http://www.mysecretmathtutor.com
From playlist Statistics
Excel 2013 Statistical Analysis #71: Inference About Difference Between 2 Pop. Proportions Z Method
Download files (which file shown at begin of video): https://people.highline.edu/mgirvin/AllClasses/210Excel2013/Ch11/Ch11.htm Topics in this video: 1. (00:13) Inference about two population proportions 2. (00:40) Build Confidence Interval for Difference Between 2 Population Proporti
From playlist Excel for Statistical Analysis in Business & Economics Free Course at YouTube (75 Videos)