About this Course
3.6
355개의 평가
131개의 리뷰
전문분야

7개(총 8개)의 과정:

100% online

100% online

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유연한 마감

유연한 마감

일정에 따라 마감일을 재설정합니다.
중급 단계

중급 단계

Hours to complete

완료하는 데 약 23시간 필요

권장: 9 weeks, 8-10 hours/week...
사용 가능한 언어

영어

자막: 영어...

귀하가 습득할 기술

ExperimentExperimental DesignStatistical ModelR ProgrammingStatistics
전문분야

7개(총 8개)의 과정:

100% online

100% online

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유연한 마감

유연한 마감

일정에 따라 마감일을 재설정합니다.
중급 단계

중급 단계

Hours to complete

완료하는 데 약 23시간 필요

권장: 9 weeks, 8-10 hours/week...
사용 가능한 언어

영어

자막: 영어...

강의 계획 - 이 강좌에서 배울 내용

1
Hours to complete
완료하는 데 1시간 필요

Basic Experiment Design Concepts

In this module, you will learn basic concepts relevant to the design and analysis of experiments, including mean comparisons, variance, statistical significance, practical significance, sampling, inclusion and exclusion criteria, and informed consent. You’ll also learn to think of an experiment in terms of its participants, apparatus, procedure, and design & analysis. This module covers lecture videos 1-2....
Reading
2개 동영상(총 19분), 1 reading, 1 quiz
Video2개의 동영상
02. Basic Experiment Design Concepts8m
Reading1개의 읽기 자료
All Course Materials10m
Quiz1개 연습문제
Understanding the Basics16m
2
Hours to complete
완료하는 데 2시간 필요

Tests of Proportions

In this module, you will learn how to analyze user preferences (or other tallies) using tests of proportions. You will also get up and running with R and RStudio. Topics covered include independent and dependent variables, variable types, exploratory data analysis, p-values, asymptotic tests, exact tests, one-sample tests, two-sample tests, Chi-Square test, G-test, Fisher’s exact test, binomial test, multinomial test, post hoc tests, and pairwise comparisons. This module covers lecture videos 3-9....
Reading
7개 동영상(총 41분), 2 quizzes
Video7개의 동영상
04. Getting Started with R and RStudio2m
05. Exploring Data and a First Test of Proportions7m
06. Understanding and Reporting Your First Statistical Test5m
07. Exact Tests, Asymptotic Tests, and the Binomial Test2m
08. More One-Sample Tests of Proportions9m
09. Two-Sample Tests of Proportions11m
Quiz2개 연습문제
Understanding Tests of Proportions36m
Doing Tests of Proportions30m
3
Hours to complete
완료하는 데 1시간 필요

The T-Test

In this module, you will learn how to design and analyze a simple website A/B test. Topics include measurement error, independent variables as factors, factor levels, between-subjects factors, within-subjects factors, dependent variables as responses, response types, balanced designs, and how to report a t-test. You will perform your first analysis of variance in the form of an independent-samples t-test. This module covers lecture videos 10-11....
Reading
2개 동영상(총 25분), 2 quizzes
Video2개의 동영상
11. Analyzing a Simple A/B Test with a T-Test10m
Quiz2개 연습문제
Understanding Experiment Designs20m
Doing Independent-Samples T-Tests30m
4
Hours to complete
완료하는 데 2시간 필요

Validity in Design and Analysis

In this module, you will learn about how to ensure that your data is valid through the design of experiments, and that your analyses are valid by understanding and testing for their assumptions. Topics include how to achieve experimental control, confounds, ecological validity, the three assumptions of ANOVA, data distributions, residuals, normality, homoscedasticity, parametric versus nonparametric tests, the Shapiro-Wilk test, the Kolmogorov-Smirnov test, Levene’s test, the Brown-Forsythe test, and the Mann-Whitney U test. This module covers lecture videos 12-15....
Reading
4개 동영상(총 41분), 2 quizzes
Video4개의 동영상
13. Data Assumptions and Distributions14m
14. Testing for ANOVA Assumptions9m
15. Mann-Whitney, a Nonparametric T-Test2m
Quiz2개 연습문제
Understanding Validity24m
Doing Tests of Assumptions30m
3.6
진로

29%

이 강좌를 수료한 후 새로운 경력 시작하기
경력 혜택

83%

이 강좌를 통해 확실한 경력상 이점 얻기

최상위 리뷰

대학: DSJun 4th 2017

This was really useful. The course was well structured and provided excellent real-life examples that are easily transferrable to other scenarios. Keep it up!

대학: ZWJul 26th 2017

Have to watch three times to keep up because it is really hard for people without former experiences... Anyway it is worth it

강사

Avatar

Scott Klemmer

Professor
Cognitive Science & Computer Science
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Jacob O. Wobbrock

Professor
The Information School

University of California San Diego 정보

UC San Diego is an academic powerhouse and economic engine, recognized as one of the top 10 public universities by U.S. News and World Report. Innovation is central to who we are and what we do. Here, students learn that knowledge isn't just acquired in the classroom—life is their laboratory....

Interaction Design 전문 분야 정보

You will learn how to design technologies that bring people joy, rather than frustration. You'll learn how to generate design ideas, techniques for quickly prototyping them, and how to use prototypes to get feedback from other stakeholders like your teammates, clients, and users. You'll also learn principles of visual design, perception, and cognition that inform effective interaction design....
Interaction Design

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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