Sample Size Determination

Sample Size Determination is a statistical analysis approach used to identify the number of observations or replicates needed in a statistical sample. Coursera's Sample Size Determination skill catalogue teaches you about the underlying principles and techniques used to determine the appropriate sample size for reliable and accurate results. You'll learn the concept of statistical power, effect size, margin of error, and confidence level, all of which influence the determination of sample size. Gain insights into the application of these concepts in various fields such as scientific research, market research, quality control, and other industries where data-driven decision making is vital. Through this skill, you will also learn to use various statistical tools to perform sample size calculations efficiently, ensuring your research or analysis has adequate power and precision.

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Results for "Sample Size Determination"

  • From the course: Experimental Design Basics·Lesson: Experiments with a Single Factor - The Analysis of Variance

  • Skills you'll gain: Statistical Hypothesis Testing, Sample Size Determination, Statistical Inference, Sampling (Statistics), Statistics, Statistical Methods, Business Analytics, Quantitative Research, Probability & Statistics, Statistical Analysis, Estimation, Decision Making, Probability Distribution, Case Studies, Benchmarking

  • Skills you'll gain: Sample Size Determination, Sampling (Statistics), Survey Creation, Quantitative Research, Research Design, Business Research, Research Methodologies, Estimation, Data Collection, Statistical Inference, Statistical Methods, Statistics, Decision Making, Probability & Statistics, Probability

  • From the course: Business Applications of Hypothesis Testing and Confidence Interval Estimation·Lesson: Lesson 3 - Sample Size Calculation

  • From the course: Statistics Foundations·Lesson: Sampling

  • From the course: AI-Powered Market Research and Survey Design·Lesson: Untitled Lesson

  • From the course: Household Surveys for Program Evaluation in LMICs·Lesson: Survey Design

  • From the course: Statistical Thinking for Industrial Problem Solving, presented by JMP·Lesson: 4.4 Sample Size and Power

  • From the course: Population Health: Responsible Data Analysis·Lesson: Sample size calculation

  • From the course: Defending Against AI-Driven Phishing and Social Engineering·Lesson: Sample Size Analysis

  • S.P. Jain Institute of Management and Research

    From the course: Data Analysis·Lesson: Sampling Distribution and Estimation

  • From the course: Business Applications of Hypothesis Testing and Confidence Interval Estimation·Lesson: Lesson 4 - Sample Size Calculation (Continued)