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"

  • Johns Hopkins University

    Skills you'll gain: Clinical Data Management, Clinical Trials, Clinical Monitoring, Sample Size Determination, Clinical Research Ethics, Clinical Research, Data Quality, Healthcare Ethics, Quality Assurance, Clinical Trial Management Systems, Good Clinical Practices (GCP), Case Report Forms, Institutional Review Board (IRB), Data Maintenance, Data Cleansing, Data Management, Regulatory Compliance, Data Integrity, Informed Consent, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
    626 reviews

    Beginner · Specialization · 3 - 6 Months

  • Rice University

    Skills you'll gain: Statistical Hypothesis Testing, Microsoft Excel, Statistical Methods, Pivot Tables And Charts, Regression Analysis, Statistics, Descriptive Statistics, Probability & Statistics, Graphing, Spreadsheet Software, Probability Distribution, Business Analytics, Statistical Modeling, Statistical Analysis, Statistical Inference, Excel Formulas, Data Analysis, Presentations, Data Presentation, Sample Size Determination

    4.7
    Rating, 4.7 out of 5 stars
    13K reviews

    Beginner · Specialization · 3 - 6 Months

  • Coursera

    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

    Beginner · Course · 1 - 4 Weeks

  • Arizona State University

    Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Science and Research, Scientific Methods, Statistical Methods, Data Analysis Software, Model Optimization, Statistical Software, Mathematical Software, Design Strategies, Sampling (Statistics), Simulations, Probability & Statistics, Statistical Modeling, Statistical Inference, Statistical Hypothesis Testing, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    390 reviews

    Beginner · Specialization · 3 - 6 Months

  • Macquarie University

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    91 reviews

    Beginner · Course · 1 - 3 Months

  • Eindhoven University of Technology

    Skills you'll gain: Statistical Inference, Science and Research, Scientific Methods, Statistical Hypothesis Testing, Quantitative Research, Bayesian Statistics, Statistical Analysis, Statistical Methods, Probability & Statistics, Sample Size Determination, Research, Data Literacy, General Science and Research, Data Sharing

    4.9
    Rating, 4.9 out of 5 stars
    804 reviews

    Intermediate · Course · 1 - 3 Months

  • Universidad Nacional Autónoma de México

    Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Informed Consent, Clinical Research, Scientific Methods, Statistical Methods, Sampling (Statistics), Statistical Analysis, Quantitative Research, Science and Research, Responsible AI, Biostatistics, Technical Writing, Sample Size Determination, Statistical Inference, Statistical Hypothesis Testing

    4.9
    Rating, 4.9 out of 5 stars
    96 reviews

    Beginner · Course · 3 - 6 Months

  • Johns Hopkins University

    Skills you'll gain: Clinical Monitoring, Sample Size Determination, Clinical Trials, Clinical Research, Statistical Reporting, Sampling (Statistics), Statistical Analysis, Analysis, Data Analysis, Statistical Methods, Patient Safety, Bayesian Statistics, Data Presentation, Communication

    4.7
    Rating, 4.7 out of 5 stars
    98 reviews

    Beginner · Course · 1 - 3 Months

  • University of Michigan

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Synthesis, Research Methodologies, Statistical Analysis, Data Analysis Software, Data Collection, Statistical Software, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Statistical Programming, R Programming

    4.4
    Rating, 4.4 out of 5 stars
    1.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • American Psychological Association

    Skills you'll gain: Descriptive Statistics, Data Literacy, Graphing, Statistical Visualization, Statistical Hypothesis Testing, Probability & Statistics, Statistical Inference, Quantitative Research, Statistics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Sample Size Determination, Data Analysis, Sampling (Statistics), Exploratory Data Analysis, Science and Research, Psychology, Bayesian Statistics, Research Design

    4.6
    Rating, 4.6 out of 5 stars
    67 reviews

    Beginner · Course · 1 - 3 Months

  • Coursera

    Skills you'll gain: Rmarkdown, Knitr, Surveys, Survey Creation, Data Quality, Sample Size Determination, Statistical Hypothesis Testing, Data Governance, Market Research, Regression Analysis, Predictive Modeling, Quantitative Research, Data Analysis, Statistical Analysis, Key Performance Indicators (KPIs), R Programming, Excel Formulas, Business Intelligence, Data Visualization, Performance Metric

    Intermediate · Specialization · 3 - 6 Months

  • Universidade de São Paulo

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Sampling (Statistics), Statistical Inference, Statistical Methods, Data-Driven Decision-Making, Statistical Modeling, Quantitative Research, Statistics, Statistical Analysis, Probability & Statistics, Analysis, Science and Research, Scientific Methods, Probability, Probability Distribution

    4.4
    Rating, 4.4 out of 5 stars
    139 reviews

    Intermediate · Course · 1 - 3 Months