Uploaded January 2025 | Updated September 2026, 1 day ago
Logistic regression is a statistical method used for modeling the relationship between a dependent variable and one or more independent variables. It is particularly suited for classification problems, where the dependent variable is categorical. In this Video we will discuss what a Logistic Regression is, how it is calculated and most importantly, how the results are interpreted.
► E-BOOK
numiqo.com/statistics-book
► Example data 1
numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=Medical_example_logistic_regression
► Example Data 2
numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=logReg
► Online Logistic Regression Calculator
numiqo.com/statistics-calculator/regression
► Playlist:
--------------------------------------------------------------
1) What is a Regression Analysis?
youtu.be/-JTKf-a1JpU
2) What is Simple Linear Regression?
youtu.be/gPfgB4ew3RY
3) What is Multiple Linear Regression?
youtu.be/-JTKf-a1JpU
4) What is Logistic Regression?
This Video
► Tutorials:
-------------------------------------------------------------------
Regression Analysis
numiqo.com/tutorial/regression
Linear Regression
numiqo.com/tutorial/linear-regression
Logistic Regression
numiqo.com/tutorial/logistic-regression
00:00 What is a Logistic Regression?
6:17 Interpreted the results of a Logistic Regression
12:11 Odds ratio in Logistic Regression
21:13 ROC Curve
Logistic regression is a statistical method used for modeling the relationship between a dependent variable and one or more independent variables. It is particularly suited for classification problems, where the dependent variable is categorical. In this Video we will discuss what a Logistic Regression is, how it is calculated and most importantly, how the results are interpreted.
► E-BOOK
numiqo.com/statistics-book
► Example data 1
numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=Medical_example_logistic_regression
► Example Data 2
numiqo.com/statistics-calculator/regression/logistic-regression-calculator?example=logReg
► Online Logistic Regression Calculator
numiqo.com/statistics-calculator/regression
► Playlist:
--------------------------------------------------------------
1) What is a Regression Analysis?
youtu.be/-JTKf-a1JpU
2) What is Simple Linear Regression?
youtu.be/gPfgB4ew3RY
3) What is Multiple Linear Regression?
youtu.be/-JTKf-a1JpU
4) What is Logistic Regression?
This Video
► Tutorials:
-------------------------------------------------------------------
Regression Analysis
numiqo.com/tutorial/regression
Linear Regression
numiqo.com/tutorial/linear-regression
Logistic Regression
numiqo.com/tutorial/logistic-regression
00:00 What is a Logistic Regression?
6:17 Interpreted the results of a Logistic Regression
12:11 Odds ratio in Logistic Regression
21:13 ROC Curve
![t-test for dependent samples [in 60 sec.] #shorts](https://i.ytimg.com/vi/ByST3w5PebI/mqdefault.jpg "t-test for dependent samples [in 60 sec.] #shorts
t-test for dependent samples (paired samples t test) #datascience #dataanalysis #stats #research #machinelearning #datatab #statistics #dataanalytics")
![Logistic Regression [Simply explained]](https://i.ytimg.com/vi/C5268D9t9Ak/mqdefault.jpg "Logistic Regression [Simply explained]
What is a Logistic Regression? How is it calculated? And most importantly, how are the logistic regression results interpreted? In a logistic regression, the dependent variable is a dichotomous variable. Dichotomous variables are variables with only two values. For example: Whether a person buys or does not buy a particular product. Logistic regression is very often used in machine learning.
► Load Example Dataset
https://numiqo.com/statistics-calculator/regression?example=Medical_example_logistic_regression
► Online Logistic Regression Calculator
https://numiqo.com/statistics-calculator/regression
►Tutorial Logistic Regression
https://numiqo.com/tutorial/logistic-regression
► E-BOOK
https://numiqo.com/statistics-book
00:00 What is a Regression
00:45 Difference between Linear Regression and Logistic Regression
01:24 Example Logistic Regression
02:23 Why do we need Logistic Regression?
03:31 Logistic Function and the Logistic Regression equation
05:01 How to interpret the results of a Logistic Regression?
07:58 Logistic Regression: Results Table
08:21 Logistic Regression: Classification Table
09:19 Logistic Regression: and Chi Square Test
10:22 Logistic Regression: Model Summary
11:24 Logistic Regression: Coefficient B, Standard error, p-Value and odds Ratio
13:56 ROC Curve (receiver operating characteristic curve)
#statistics")
![Literature research [Systematic Literature Research - State of Research - Research Hypotheses]](https://i.ytimg.com/vi/DN6oChrjvT8/mqdefault.jpg "Literature research [Systematic Literature Research - State of Research - Research Hypotheses]
How do you do a systematic literature research, prepare the current state of research, develop the theoretical background and derive your research hypotheses? Well go over that in this video.
What is the goal of the Literature Research?
The goal of the literature research is to describe the current state of research, to develop the theoretical background of the thesis, and to derive the research hypotheses.
Linke to the Statistics Calculator:
https://numiqo.com/statistics-calculator/descriptive-statistics
Link to the Survey App
https://numiqo.com/survey/
00:17 Literature Research
00:57 Systematic Literature Research
03:12 Flow Chart Systematic Literature Research
04:09 State of Research
04:55 Find Theories
07:20 Example")
![Cox Regression [Cox Proportional Hazards Survival Regression]](https://i.ytimg.com/vi/DpZoRqqDgXA/mqdefault.jpg "Cox Regression [Cox Proportional Hazards Survival Regression]
This video is about Cox Proportional Hazards Survival Regression, or Cox Regression for short. Cox regression is used in survival analysis to determine the influence of different variables on survival time. This is done with the Cox proportional hazards model.
Cox Regression Calculator
https://numiqo.com/statistics-calculator/survival-analysis/cox-regression
All Videos:
Survival Analysis Basics: https://youtu.be/Wo9RNcHM_bs
Kaplan-Meier-Curve: https://youtu.be/L_ziqYhksG8
Log-Rank Test: https://youtu.be/FhUkDRzHdHE
Cox Regression: https://youtu.be/DpZoRqqDgXA")
![Confidence Interval [Simply explained]](https://i.ytimg.com/vi/ENnlSlvQHO0/mqdefault.jpg "Confidence Interval [Simply explained]
In statistics, parameters of the population are often estimated based on a sample, e.g. the mean or the variance. But these are only estimates and the true value in the population will lie somewhere around these estimates. Now it is of course very useful to define a range or interval in which the true value will lie with a high probability, this range is called confidence interval.
📖 E-BOOK
► https://numiqo.com/statistics-book
🎓Tutorial Confidence Interval
► https://numiqo.com/tutorial/confidence-interval")
