Über diesen Kurs

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Ca. 12 Stunden zum Abschließen
Englisch
Untertitel: Englisch

Kompetenzen, die Sie erwerben

StatisticsConfidence IntervalStatistical Hypothesis TestingBiostatistics
Zertifikat zur Vorlage
Erhalten Sie nach Abschluss ein Zertifikat
100 % online
Beginnen Sie sofort und lernen Sie in Ihrem eigenen Tempo.
Flexible Fristen
Setzen Sie Fristen gemäß Ihrem Zeitplan zurück.
Ca. 12 Stunden zum Abschließen
Englisch
Untertitel: Englisch

von

Johns Hopkins University-Logo

Johns Hopkins University

Lehrplan - Was Sie in diesem Kurs lernen werden

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Woche
1

Woche 1

5 Stunden zum Abschließen

Introduction, Probability, Expectations, and Random Vectors

5 Stunden zum Abschließen
13 Videos (Gesamt 179 min), 2 Lektüren, 2 Quiz
13 Videos
Biostatistics and Experiments12m
Set Notation and Probability14m
Probability22m
Random Variables6m
PMFs and PDFs17m
CDFs, Survival Functions, and Quantiles11m
Expected Values12m
Rules About Expected Values10m
Variances and Chebyshev's Inequality18m
Random Vectors and Independence17m
Correlation10m
Variance Properties and Sample Variance22m
2 Lektüren
Syllabus10m
Faculty10m
2 praktische Übungen
Module 1 Homework40m
Module 1 Quiz: Introduction, Probability, Expectations, and Random Vectors40m
Woche
2

Woche 2

4 Stunden zum Abschließen

Conditional Probability, Bayes' Rule, Likelihood, Distributions, and Asymptotics

4 Stunden zum Abschließen
7 Videos (Gesamt 157 min)
7 Videos
Bayes' Rule and DLRs23m
Likelihood32m
Bernoulli Distribution and Binomial Trials15m
The Normal Distribution28m
Limits and LLN18m
CLT and Confidence Intervals23m
2 praktische Übungen
Module 2 Homework26m
Module 2 Quiz: Conditional Probability, Bayes' Rule, Likelihood, Distributions, and Asymptotics32m
Woche
3

Woche 3

3 Stunden zum Abschließen

Confidence Intervals, Bootstrapping, and Plotting

3 Stunden zum Abschließen
7 Videos (Gesamt 121 min)
7 Videos
Student's t Distribution and CI for Normal Means19m
Profile Likelihoods8m
T Confidence Intervals24m
Plotting22m
The Jackknife12m
Bootstrapping17m
2 praktische Übungen
Module 3 Homework20m
Module 3 Quiz: Confidence Intervals, Bootstrapping, and Plotting22m
Woche
4

Woche 4

2 Stunden zum Abschließen

Binomial Proportions and Logs

2 Stunden zum Abschließen
3 Videos (Gesamt 71 min)
3 Videos
Binomial Proportions Part B36m
Logs27m
2 praktische Übungen
Module 4 Homework10m
Module 4 Quiz: Binomial Proportions and Logs10m

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