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Biostatistics Methods - Part 1 - Edukite
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Biostatistics Methods - Part 1 ( 9 REVIEWS )
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You will get idea about the present fundamental concepts in applied probability, exploratory data analysis, and statistical inference, focusing on …
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Biostatistics Methods - Part 1 - Edukite
LEVEL 2 - CERTIFICATE COURSE BADGE COURSE CERTIFICATE
15
NUMBER OF UNITS NUMBER OF QUIZZES
0
2 HOURS, 6 MINUTES
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CURRICULUM
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You will get idea about the present fundamental concepts in applied probability, exploratory data analysis, and statistical inference, focusing on probability and analysis of one and two samples. The goal of this course is to equip you with biostatistics and quantitative scientists with core applied statistical concepts. You will learn graphical and exploratory data analysis, hypothesis testing, con dence intervals, discrete and continuous probability models, variance, central limit theorem, inference, maximum likelihood estimation etc. and of course basic concepts of ANOVA.
Assessment This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
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Biostatistics Methods - Part 1 - Edukite
COURSE CURRICULUM
Module: 01
Lecture Number 1 Set Theory Basics and Probability
00:05:00
Lecture Number 2 Introduction to Probability
00:10:00
Lecture Number 3 Expected Values 1
00:10:00
Lecture Number 4 Random Vectors, Independence 1
00:10:00
Module: 02
Lecture Number 5 Conditional Probabilities, Baye’s Rule 1
00:10:00
Lecture Number 6 Likelihood
00:08:00
Lecture Number 7 Distributions
00:10:00
Lecture Number 8 Asymptotics
00:10:00
Module: 03
Lecture Number 9 Con dence Intervals 1
00:15:00
Lecture Number 10 Con dence Intervals 1
00:05:00
Lecture Number 11 Presentation of Data 1
00:15:00
Lecture Number 12 Bootstrapping 1
00:08:00
Lecture Number 14 Logs and Geometric Means 1
00:10:00
Assessment
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Biostatistics Methods - Part 1 - Edukite
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