inflearn logo
강의

Course

inflearn logo
Data Science

/

Data Analysis

[Big Data Learning Center] (Free) 63rd and 64th Open House - Effect Size and Power Analysis / Extension and Evolution of Linear Regression

The 63rd Open House explains the concept of effect size and SPSS's effect size output. It also covers the concept of sample size and power and SPSS's power analysis method. The 64th Open House learns in detail about the extension and evolution of linear regression.

(4.5) 2 reviews

129 learners

Level Basic

Course period 1 months

Statistics
Statistics
spss
spss
Statistics
Statistics
spss
spss
Thumbnail

What you will gain after the course

  • Effect Size

  • Power Analysis

  • Robust regression

  • Tobit regression

  • Quantile regression

  • PLS regression (partial least squares regression)

  • Ridge regression

  • Lasso regression

Big Data Learning Center can be utilized in various industries.

We are a professional training institution that provides practice-oriented training programs.


With a team of instructors with specialized knowledge, we provide practical training that can be applied immediately in the workplace.

We help students acquire the skills needed for real-world work.


👆 Main training programs

  1. Training using SPSS, a statistical software

  2. Training using Amos, a software for structural equation modeling (SEM).

  3. Coding education using R/Python

  4. SCIE and SSCI training for paper writing

  5. Training for specialists in specific fields (e.g. medical professionals)

  6. SW education that can be learned without coding

We also offer many other training and seminars, so please visit our website to check them out for yourself! 😊

(Regular education / e-learning / open house / practical seminar / books / commissioned education / tutor)


🔹 Free Data Qualification (DQ) Assessment: https://www.dataai.kr/main/page.jsp?code=dataquotient

🔹 Check out various training programs : https://www.dataai.kr

Recommended for
these people

Who is this course right for?

  • For those who want to learn the concept of effect size using SPSS

  • Anyone who wants to learn about power analysis methods using SPSS

  • Anyone who wants to learn the extension and evolution of linear regression using SPSS

Need to know before starting?

  • Anyone with an understanding of SPSS

Hello
This is dataai

820

Learners

18

Reviews

3

Answers

4.7

Rating

5

Courses

Big Data Learning Center is an educational institution specializing in providing practical, hands-on training programs that can be applied across various industries. Together with instructors who possess professional expertise, we encourage you to utilize our practice-oriented education that can be directly applied in the field to your actual work.😊

Go to site: https://www.dataai.kr/main/index.jsp

More

Curriculum

All

4 lectures ∙ (1hr 45min)

Published: 
Last updated: 

Reviews

All

2 reviews

4.5

2 reviews

  • jjhgwx님의 프로필 이미지
    jjhgwx

    Reviews 716

    ∙

    Average Rating 4.9

    4

    75% enrolled

    It's a really good lecture, but it's sad that I won't be able to see it soon.

    • dataai
      Instructor

      Hello, this is the Big Data Learning Center. This lecture is also available for free at dataai.kr. Thank you :)

  • ninety25296님의 프로필 이미지
    ninety25296

    Reviews 146

    ∙

    Average Rating 5.0

    5

    100% enrolled

    Thank you

    dataai's other courses

    Check out other courses by the instructor!

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup AnalysisCourse Thumbnail

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup Analysis

    dataai

    Free

    Basic / Statistics, spss

    5.0

    (1)

    100+

    The 65th Open House is about showing how data analysis is enriched by changing the type of variables. It mainly covers scoring, binning, and optimal scaling. The 66th Open House is about learning in detail about the concept and understanding of marginal effects and subgroup analysis.

    Basic

    Basic

    Statistics, spss

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup AnalysisCourse Thumbnail

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup Analysis

    dataai

    Free

    Basic / Statistics, spss

    5.0

    (1)

    100+
    [Big Data Learning Center] (Free) Analysis Skill-Up Starting with KNIMECourse Thumbnail

    [Big Data Learning Center] (Free) Analysis Skill-Up Starting with KNIME

    dataai

    Free

    Beginner / knime, Big Data

    5.0

    (8)

    200+

    You will learn through hands-on practice everything from the basic usage of KNIME to advanced data analysis techniques, and acquire analysis skills that can be applied to actual data.

    Beginner

    Beginner

    knime, Big Data

    [Big Data Learning Center] (Free) Analysis Skill-Up Starting with KNIMECourse Thumbnail

    [Big Data Learning Center] (Free) Analysis Skill-Up Starting with KNIME

    dataai

    Free

    Beginner / knime, Big Data

    5.0

    (8)

    200+
    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 2 PSMCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 2 PSM

    dataai

    Free

    Basic / spss, PSM, propensity-score-matching

    4.7

    (3)

    100+

    Learn about PSM using KoreaPlus SPSS.

    Basic

    Basic

    spss, PSM, propensity-score-matching

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 2 PSMCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 2 PSM

    dataai

    Free

    Basic / spss, PSM, propensity-score-matching

    4.7

    (3)

    100+
    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text AnalyticsCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text Analytics

    dataai

    Free

    Basic / spss, Statistics, Text Mining

    4.3

    (4)

    100+

    Learn about Text Analytics using KoreaPlus SPSS.

    Basic

    Basic

    spss, Statistics, Text Mining

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text AnalyticsCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text Analytics

    dataai

    Free

    Basic / spss, Statistics, Text Mining

    4.3

    (4)

    100+

    Similar courses

    Explore other courses in the same field!

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup AnalysisCourse Thumbnail

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup Analysis

    dataai

    Free

    Basic / Statistics, spss

    5.0

    (1)

    100+

    The 65th Open House is about showing how data analysis is enriched by changing the type of variables. It mainly covers scoring, binning, and optimal scaling. The 66th Open House is about learning in detail about the concept and understanding of marginal effects and subgroup analysis.

    Basic

    Basic

    Statistics, spss

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup AnalysisCourse Thumbnail

    [Big Data Learning Center] (Free) 65th, 66th Open House - Scoring, Interval, Optimal Scaling / Marginal Effects and Subgroup Analysis

    dataai

    Free

    Basic / Statistics, spss

    5.0

    (1)

    100+
    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text AnalyticsCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text Analytics

    dataai

    Free

    Basic / spss, Statistics, Text Mining

    4.3

    (4)

    100+

    Learn about Text Analytics using KoreaPlus SPSS.

    Basic

    Basic

    spss, Statistics, Text Mining

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text AnalyticsCourse Thumbnail

    [Big Data Learning Center] (Free) KoreaPlus Statistics: Part 1 Text Analytics

    dataai

    Free

    Basic / spss, Statistics, Text Mining

    4.3

    (4)

    100+
    ADsP CrashCourse Thumbnail

    ADsP Crash

    루비네코딩

    $23.10

    Beginner / Machine Learning(ML), Statistics, Big Data, ADsP

    ADsP Summary + Past Exam Solutions. Reflects August 2025 46th Exam! (Continuously Updated!)

    Beginner

    Beginner

    Machine Learning(ML), Statistics, Big Data

    ADsP CrashCourse Thumbnail

    ADsP Crash

    루비네코딩

    $23.10

    Beginner / Machine Learning(ML), Statistics, Big Data, ADsP

    The Complete Guide to AB TestingCourse Thumbnail

    The Complete Guide to AB Testing

    거친코딩

    $38.50

    Basic / AB test, Statistics

    4.9

    (21)

    300+

    As the popularity and interest in AB Testing explodes, we will introduce Korea's first AB Testing lecture right now!

    Basic

    Basic

    AB test, Statistics

    The Complete Guide to AB TestingCourse Thumbnail

    The Complete Guide to AB Testing

    거친코딩

    $38.50

    Basic / AB test, Statistics

    4.9

    (21)

    300+
    ADsP EssentialCourse Thumbnail

    ADsP Essential

    루비네코딩

    $77.00

    Beginner / Machine Learning(ML), Statistics, Big Data, ADsP

    5.0

    (6)

    ADsP Certification All-In-One Course! Ultra-Short Completion! Reference Book: "Everyone's ADsP Cheat Sheet" https://wikidocs.net/book/18829

    Beginner

    Beginner

    Machine Learning(ML), Statistics, Big Data

    ADsP EssentialCourse Thumbnail

    ADsP Essential

    루비네코딩

    $77.00

    Beginner / Machine Learning(ML), Statistics, Big Data, ADsP

    5.0

    (6)

    Basic Statistics with ExcelCourse Thumbnail

    Basic Statistics with Excel

    statisticsplaybook

    $114.40

    Basic / Excel, Statistics

    4.1

    (10)

    Statistics learned in school, was it too hard to understand? No matter how much you listened to the explanation, statistics were confusing, but we will help you understand them. If you implement them one by one by hand using Excel, you will understand statistical concepts that you didn't understand! A new experience that makes boring statistics fun! We will give you a gift. :)

    Basic

    Basic

    Excel, Statistics

    Basic Statistics with ExcelCourse Thumbnail

    Basic Statistics with Excel

    statisticsplaybook

    $114.40

    Basic / Excel, Statistics

    4.1

    (10)

    Social Survey AnalystCourse Thumbnail

    Social Survey Analyst

    aha3000

    Free

    Beginner / Statistics, EDA, User Interviews

    Mission
    Mission

    For your exam preparation, move forward now on the path of data-driven analysis and insight. We are rooting for your success. 2026 Written Exam Application 1.12 ~ 1.15, Written Exam Schedule 1.30 ~ 3.3, Announcement of (Expected) Successful Candidates 3.11 Eligibility Review Base Date 3.3, Practical Exam Application 3.23 ~ 3.26, Practical Exam Period 4.18 ~ 5.6 Final Results Announcement 6.5 https://www.instagram.com/letitgoleelee

    Beginner

    Beginner

    Statistics, EDA, User Interviews

    Social Survey AnalystCourse Thumbnail

    Social Survey Analyst

    aha3000

    Free

    Beginner / Statistics, EDA, User Interviews

    Mission
    Mission
    Python and Statistics for Data Science BeginnersCourse Thumbnail

    Python and Statistics for Data Science Beginners

    pnuswedu

    Free

    Beginner / Python, Algorithm, Statistics

    5.0

    (14)

    800+

    Let's develop specialized skills in programming skills, algorithm skills, and statistical analysis skills!

    Beginner

    Beginner

    Python, Algorithm, Statistics

    Python and Statistics for Data Science BeginnersCourse Thumbnail

    Python and Statistics for Data Science Beginners

    pnuswedu

    Free

    Beginner / Python, Algorithm, Statistics

    5.0

    (14)

    800+

    Free