Sample and Population in Statistics | Statistics Tutorial | MarinStatsLectures

Sample and Population in Statistics: What is a sample and population is statistics and research? What is the difference between histogram and probability distributions? and more with examples!
Probability Distributions with R: (https://goo.gl/4zxnMM)
Make Plots and Calculate Summary Statistics with R: (https://goo.gl/CVtS6b)
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In this statistics video tutorial we will learn the difference between sample and population in statistics and research with examples.

Here we will learn about the difference and the connection between distribution of a sample (sometimes referred to as the empirical distribution) and the theoretical probability distribution used to describe a population. We will also explain the concept of a sample mean vs a population mean, and so on.

Sample and Population is statistics are important concepts to learn, as it helps to build a bridge between the theoretical world of probability distributions and population parameters and the real world of sample distributions, sample estimate or sample statistics.

◼︎ Table of Content:

0:00:20 What is sample in statistics with example
0:01:06 Summarizing the sample of data using summary plots (like bar plot) and summary statistics
0:02:09. What is Population in statistics
0:01:06 Summarizing the population data using summary plots and summary statistics
0:03:37 What is binomial probability distribution

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