Biostatistics is an essential skill for every public health researcher because it provides a set of precise methods for extracting meaningful conclusions from data. In this second course of the Biostatistics in Public Health Specialization, you'll learn to evaluate sample variability and apply statistical hypothesis testing methods. Along the way, you'll perform calculations and interpret real-world data from the published scientific literature. Topics include sample statistics, the central limit theorem, confidence intervals, hypothesis testing, and p values.
提供：
このコースについて
21,273 最近の表示
このCourseを受講している学習者は
- Biostatisticians
- Dentists
- Medical Doctors
- Biologists
- Data Scientists
学習内容
Use statistical methods to analyze sampling distribution
Estimate and interpret 95% confidence intervals for single samples
Estimate and interpret 95% confidence intervals for two populations
Estimate and interpret p values for hypothesis testing
習得するスキル
Confidence IntervalStatistical Hypothesis Testingp valuessampling
シラバス - 本コースの学習内容
週
13時間で修了
Sampling Distributions and Standard Errors
Within module one, you will learn about sample statistics, sampling distribution, and the central limit theorem. You will have the opportunity to test your knowledge with a practice quiz and, then, apply what you learned to the graded quiz.
7件のビデオ （合計90分）, 1 reading, 2 quizzes
7件のビデオ
Introduction2 分
Sampling Distribution Definition9 分
Examples: Sampling Distribution for a Single Mean16 分
Examples: Sampling Distribution for a Single Proportion, Incidence Rate16 分
Estimating Sampling Distribution Characteristics from Single Samples of Data22 分
Additional Examples7 分
Examples: Sampling Distribution for a Single Proportion, Incidence Rate (coursera test)16 分
1件の学習用教材
Formative Quiz 1 Solutions10 分
2の練習問題
Practice Quiz1 時間
Sampling Distributions and Standard Errors45 分
週
23時間で修了
Confidence Intervals for Single Population Parameters
Module two builds upon previous materials to discuss confidence intervals, the need for ample sizes of data, and ways to get around the need for ample sizes of data. The practice quiz helps you prepare for the graded quiz.
6件のビデオ （合計70分）, 1 reading, 2 quizzes
6件のビデオ
Introduction2 分
Confidence Intervals for Single Population Parameters15 分
Confidence Intervals for Population Proportions and Incidence Rates15 分
So What Is a Confidence Interval, and How Should It Be Interpreted?13 分
A Note on Confidence Intervals for Population Quantities Based on Small Samples15 分
Additional Examples8 分
1件の学習用教材
Formative Quiz 2 Solutions10 分
2の練習問題
Practice Quiz: Confidence Intervals for Single Population Parameters1 時間
Quiz: Confidence Intervals for Single Population Parameters1 時間
4時間で修了
Confidence Intervals for Population Comparison Measures
Within module three, confidence intervals are discussed at length and ratios are discussed again. Aside from the lectures, you will also be completing a practice quiz and graded quiz.
8件のビデオ （合計121分）, 1 reading, 2 quizzes
8件のビデオ
Introduction2 分
Confidence Intervals for Population Comparison Measures15 分
Confidence Intervals for Comparing Means of Continuous Outcomes Between Two Populations28 分
Confidence Intervals for Binary Comparisons: Part 1, Difference in Proportions12 分
Confidence Intervals for Binary Comparisons: Part 2, Ratio of Proportions and Odds Ratios24 分
Confidence Intervals for Incidence Rate Ratios10 分
A Brief Note About Ratios (Again)11 分
Additional Examples17 分
1件の学習用教材
Solutions, Formative Assessment10 分
2の練習問題
Practice Quiz: Confidence Intervals for Population Comparison Measures1 時間
Confidence Intervals for Population Comparison Measures1 時間
週
33時間で修了
Two-Group Hypothesis Testing: The General Concept and Comparing Means
Within module four, you will look at statistical hypothesis tests, confidence intervals, and p-value. There is a practice quiz to prepare you for the graded quiz.
6件のビデオ （合計95分）, 1 reading, 2 quizzes
6件のビデオ
Introduction1 分
Hypothesis Testing: The General Concept, and for Comparing Means Between Two Populations17 分
(Hypothesis Testing) Comparing Means Between Two Populations: The Paired Approach21 分
(Hypothesis Testing) Comparing Means Between Two Populations: The Unpaired Approach20 分
Debriefing on the p-Value, Part 120 分
Additional Examples12 分
1件の学習用教材
Solutions, Formative Asessment10 分
2の練習問題
Practice Quiz: Two-Group Hypothesis Testing: The General Concept and Comparing Means
Two-Group Hypothesis Testing: The General Concept and Comparing Means, and Earlier Course Material1 時間
週
44時間で修了
Hypothesis Testing (Comparing Proportions and Incidence Rates Between Two Populations) & Extended Hypothesis Testing
11件のビデオ （合計138分）, 2 quizzes
11件のビデオ
Introduction1 分
(Hypothesis Testing) Comparing Proportions Between Two Populations: The “z-Test” Approach12 分
(Hypothesis Testing) Comparing Proportions Between Two Populations: Chi-Square and Fisher’s Exact Test Approaches23 分
Hypothesis Tests for Comparing Incidence Rates Between Two Populations20 分
Debriefing on the p-Value and Hypothesis Testing, Part 28 分
Additional Examples8 分
Introduction2 分
(Hypothesis Testing) Comparing Means Between More Than Two Populations: Analysis of Variance (ANOVA)18 分
(Hypothesis Testing) Comparing Proportions Between More Than Two Populations: Chi-Square Tests14 分
Hypothesis Testing) Comparing Survival Curves Between More Than Two Populations: Log-Rank Tests8 分
Several Issues to Consider18 分
2の練習問題
Practice Quiz1 時間
Hypothesis Testing (Comparing Proportions and Incidence Rates Between Two Populations) & Extended Hypothesis Testing1 時間
2時間で修了
Project
During this module, you get the chance to demonstrate what you've learned by putting yourself in the shoes of biostatistical consultant on two different studies, one about asthma medication and the other about self-administration of injectable contraception. The two research teams have asked you to help them interpret previously published results in order to inform the planning of their own studies. If you've already taken the Summarization and Measurement course, then this scenario will be familiar.
1 reading, 1 quiz
1件の学習用教材
Biostatistical Consulting Project30 分
1の練習問題
Course Project Quiz1 時間
4.9
18件のレビュー公衆衛生の仮説検定 からの人気レビュー
I really enjoyed the simplicity of the presentations. I feel I still need to review the materials to ensure it sinks. All in all, This is one of the 3 online courses I have taken.
Excellent course, very well explained and the scientific articles used were a superb way to boost my confidence that I can do this, meaning stats. Thank you!
講師
John McGready, PhD, MS
Associate Scientist, BiostatisticsBloomberg School of Public Health
ジョンズ・ホプキンズ大学（Johns Hopkins University）について
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
Biostatistics in Public Health 専門講座について
This specialization is intended for public health and healthcare professionals, researchers, data analysts, social workers, and others who need a comprehensive concepts-centric biostatistics primer. Those who complete the specialization will be able to read and respond to the scientific literature, including the Methods and Results sections, in public health, medicine, biological science, and related fields. Successful learners will also be prepared to participate as part of a research team.
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