Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Regression Analysis

#Multiple Regression #Generalized Linear Models #Nonlinear Regression
Showing: 183 courses
Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

4 rewiews
Comprehensive SPSS tutorial covering various statistical analyses, from basic tests to advanced regression techniques. Ideal for beginners seeking practical data analysis skills using IBM SPSS Statistics.
Add to list
20 Lesons
2 hours 31 minutes
On-Demand
Free-Video
NPTEL

Biostatistics and Design of Experiments

2 rewiews
The course encompasses topics such as distribution of data, sample size, tests of significance, data reduction, regression analysis, comparison of performance of drugs in clinical trials, design of experiments, screening and second order designs.
Add to list
40 Lesons
20 hours
On-Demand
Free-Video

Working with SPSS

5 rewiews
Learn to use SPSS for data analysis: from data entry and import to advanced statistical techniques like ANOVA, regression, and correlation. Master creating charts and formatting outputs.
Add to list
11 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Quantitative Methods

1 rewiews
Explore regression analysis and difference-in-differences methodology using R, with a focus on the Minimum Legal Drinking Age example.
Add to list
2 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Biostatistics Using R Course

1 rewiews
Learn biostatistics with R: from basics to advanced topics like probability, inferential statistics, mixed modeling, and regression analysis. Gain practical skills for data analysis in biological sciences.
Add to list
18 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Statistics

1 rewiews
Comprehensive exploration of statistical concepts, from basics to advanced topics, covering descriptive and inferential statistics, probability, distributions, hypothesis testing, and various statistical tests.
Add to list
86 Lesons
5 hours
On-Demand
Free-Video

Biostatistics and Research Methodology

1 rewiews
Comprehensive exploration of biostatistics and research methodology, covering statistical concepts, sampling techniques, hypothesis testing, and research design for pharmacy students.
Add to list
70 Lesons
19 hours
On-Demand
Free-Video
Great Learning

Data Mining for Beginners - Learn Data Mining

2 rewiews
This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
Add to list
17 Lesons
10 hours
On-Demand
Free-Video
5 Minutes Engineering

Machine Learning

1 rewiews
Comprehensive Hindi course covering machine learning fundamentals, algorithms, and practical implementations using Python, with real-world examples and solved problems.
Add to list
69 Lesons
10 hours
On-Demand
Free-Video
Stanford University

Using Language Models to Understand Wage Premia

0 rewiews
Explore how NLP techniques predict salaries from job postings, revealing wage premia for various characteristics in the digital economy labor market.
Add to list
17 Lesons
59 minutes
On-Demand
Free-Video
Yale University

The Universal Principle of Risk Management - Pooling and Hedging Risks

0 rewiews
Explore probability theory, statistics, and financial analysis methods essential for risk management and understanding the time value of money in financial markets.
Add to list
6 Lesons
1 hour 9 minutes
On-Demand
Free-Video

Linear Regression and Linear Models

0 rewiews
Learn powerful statistical tools: linear regression and models. Predict continuous values using various data types. Covers least squares, multiple regression, t-tests, ANOVA, and R implementation.
Add to list
10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Data Analytics with Python

0 rewiews
Learn Python-based data analytics, covering statistics, probability, hypothesis testing, regression, ANOVA, clustering, and decision trees. Gain practical skills for data-driven decision making and statistical analysis.
Add to list
61 Lesons
1 day 4 hours
On-Demand
Free-Video

Statistics and Machine Learning in R

0 rewiews
If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.
Add to list
9 Lesons
1 hour 30 minutes
On-Demand
Free-Video
NPTEL

Introduction to Probability and Statistics

0 rewiews
This course is aimed at being a pre-term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and dist…
Add to list
21 Lesons
9 hours
On-Demand
Free-Video
NPTEL

Linear Regression Analysis and Forecasting

0 rewiews
The accuracy of forecasting depends upon the goodness of obtained model. What are the steps and checks required to obtain a good model and in turn, how to do forecasting is being aimed to be taught in this course.
Add to list
24 Lesons
12 hours
On-Demand
Free-Video
Pennsylvania State University

Statistics 200 Video Lectures

0 rewiews
Comprehensive video lectures covering fundamental statistical concepts, methods, and applications for beginners through advanced learners.
Add to list
12 Lesons
10 hours
On-Demand
Free-Video
Pennsylvania State University

Statistics Lectures - OER

0 rewiews
Comprehensive introduction to statistical concepts and methods, covering fundamental principles and practical applications in data analysis and interpretation.
Add to list
4 Lesons
2 hours 30 minutes
On-Demand
Free-Video
NPTEL

Applied Statistics and Econometrics

0 rewiews
Gain practical skills in statistical analysis and econometric modeling, enhancing your ability to interpret data and make informed economic decisions.
Add to list
43 Lesons
1 day 6 hours
On-Demand
Free-Video
Gautam Varde

Regression Analysis - Advanced Mathematics for Engineering and Business

0 rewiews
Explore regression analysis in this 10-minute video tutorial covering key concepts and numerical problems. Delve into advanced mathematics and engineering mathematics, focusing on measures of dispersion. Gain valuable insights for BTech, JEE, BBA, BCA, B…
Add to list
1 Lesons
10 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis - Regression Coefficients - Machine Learning for Beginners

0 rewiews
In this tutorial, we have covered all the important topics such as, What is Linear regression, How it works, What are its advantages, and much more that will help you to understand this concept with ease.
Add to list
5 Lesons
4 hours 57 minutes
On-Demand
Free-Video
Great Learning

Linear Regression Analysis - Linear Regression Python - Machine Learning

0 rewiews
In this tutorial, we have covered all the topics such as, What is Linear Regression, Single Linear Regression, What are its advantages and much more, that will help you to understand this concept with ease.
Add to list
7 Lesons
50 minutes
On-Demand
Free-Video
Great Learning

Linear Regression in Python - Machine Learning - Linear Regression Algorithm

0 rewiews
Comprehensive tutorial on linear regression, covering simple and multiple regression with Excel and Python implementations. Includes step-by-step examples and practical applications in data analysis.
Add to list
5 Lesons
2 hours 3 minutes
On-Demand
Free-Video
statisticsmatt

Using R

0 rewiews
Learn advanced statistical techniques and data analysis using R, covering distributions, simulations, estimations, and various statistical tests through practical examples and hands-on coding.
Add to list
38 Lesons
6 hours
On-Demand
Free-Video
statisticsmatt

Generalized Linear Models

0 rewiews
Comprehensive exploration of Generalized Linear Models, covering various regression techniques including Probit, Logistic, Complementary Log-Log, Poisson, Ordinal Logistic, and Multinomial Logistic.
Add to list
16 Lesons
3 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

General Linear Models - Regression

0 rewiews
Comprehensive exploration of linear regression models, covering simple and multiple regression techniques, statistical inference, model diagnostics, and advanced topics for in-depth statistical analysis.
Add to list
70 Lesons
17 hours
On-Demand
Free-Video

Feature Selection

0 rewiews
Learn techniques for effective feature selection in machine learning, including variance threshold, correlation analysis, information gain, and chi-square statistical analysis.
Add to list
6 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Kinetics-Reactor Design: Biokinetics

0 rewiews
Explore biokinetics through cell growth, pharmacokinetics, and enzyme reactions. Learn modeling techniques and practical applications in bioreactors, drug dosing, and enzyme inhibition.
Add to list
14 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Statistics is Fun A.H

Multiple Regression and Correlation

0 rewiews
Learn to prove partial correlation coefficient formulas, calculate variances, and derive multiple regression equations using standard deviations and correlation coefficients.
Add to list
5 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Matthew E. Clapham

Earth - Stats and Data Analysis

0 rewiews
Comprehensive statistics course covering central tendency, hypothesis testing, regression, and advanced analytical techniques for data analysis in earth sciences.
Add to list
38 Lesons
7 hours
On-Demand
Free-Video

Statistics

0 rewiews
Comprehensive video series covering statistical concepts, Excel applications, matrix algebra, probability, and hypothesis testing for practical data analysis skills.
Add to list
44 Lesons
6 hours
On-Demand
Free-Video

Econometrics

0 rewiews
Comprehensive econometrics course covering regression analysis, time series, heteroscedasticity, autocorrelation, and advanced estimation techniques. Includes practical exercises and exam preparation materials.
Add to list
55 Lesons
14 hours
On-Demand
Free-Video
Professor Knudson

Regression

0 rewiews
Explore point estimation, maximum likelihood, and distribution for regression coefficients, focusing on ordinary least squares and slope estimator analysis.
Add to list
7 Lesons
30 minutes
On-Demand
Free-Video

Statistics - Vol 8

0 rewiews
Comprehensive exploration of statistical concepts including scatter plots, correlation, linear regression, and multiple regression, with practical Excel applications and in-depth analysis techniques.
Add to list
33 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Working with StatCrunch

0 rewiews
Learn to use StatCrunch for data analysis: importing, visualizing, and analyzing data with various statistical methods. Master creating charts, performing tests, and exporting results efficiently.
Add to list
19 Lesons
2 hours 30 minutes
On-Demand
Free-Video

ECLR-R for Econometrics

0 rewiews
Learn essential econometric techniques using R, from data import and analysis to advanced modeling like ARIMA, GARCH, and difference-in-differences, with practical examples and hands-on exercises.
Add to list
10 Lesons
3 hours 30 minutes
On-Demand
Free-Video

Choosing the Test, With Tests

0 rewiews
Learn to select and apply statistical tests, interpret p-values, and perform analyses using Excel, covering t-tests, regression, and chi-square tests for various data types.
Add to list
10 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Statistics

0 rewiews
Comprehensive statistics screencasts for engineers, covering data analysis, regression, distributions, hypothesis testing, and advanced topics with practical applications in MATLAB, Excel, and POLYMATH.
Add to list
50 Lesons
5 hours
On-Demand
Free-Video

Mathematics

0 rewiews
Comprehensive screencasts on advanced mathematical concepts, including equations, matrices, and regression analysis, with practical applications using Excel and POLYMATH software.
Add to list
28 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Time Series

0 rewiews
Explore time series analysis techniques including forecasting, regression, moving averages, and trend analysis for data-driven insights.
Add to list
5 Lesons
30 minutes
On-Demand
Free-Video

Introduction to Business Analytics

0 rewiews
Comprehensive introduction to business analytics covering data manipulation, statistical concepts, visualizations, and analytical techniques for informed decision-making in business contexts.
Add to list
20 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Machine Learning Tutorial Python - Machine Learning for Beginners

0 rewiews
Comprehensive tutorial covering machine learning basics, algorithms, and projects using Python libraries. Includes deep learning, neural networks, and advanced topics for beginners to intermediate learners.
Add to list
87 Lesons
1 day 1 hour
On-Demand
Free-Video

Data Analytics with Python

0 rewiews
Learn data analytics using Python, covering preprocessing, visualization, machine learning algorithms, and practical examples. Gain skills to analyze datasets, make predictions, and compete on Kaggle.
Add to list
18 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Learn TensorFlow and Deep Learning Fundamentals with Python - Code-First Introduction Part 1-2

0 rewiews
Comprehensive introduction to TensorFlow and deep learning fundamentals, covering tensor operations, neural network regression, and classification. Hands-on coding examples and practical insights for building and improving models.
Add to list
69 Lesons
10 hours 15 minutes
On-Demand
Free-Video
Visual Studio Code

Learn Python and Data Science in Just an Hour

0 rewiews
Comprehensive introduction to Python and data science, covering data manipulation, visualization, and statistical analysis using real-world examples in just over an hour.
Add to list
32 Lesons
1 hour 13 minutes
On-Demand
Free-Video
Simons Institute

Mitigating Backdoors in Machine Learning Models - Security and Defense Strategies

0 rewiews
Explore techniques for defending against undetectable backdoors in machine learning systems through black-box mitigation strategies, focusing on binary classification and regression models.
Add to list
1 Lesons
54 minutes
On-Demand
Free-Video

Нейросети на Python

0 rewiews
Учебный курс начального уровня для программистов, которые хотят научится применять нейронные сети для решения практических задач.
Add to list
11 Lesons
2 hours 30 minutes
On-Demand
Free-Video

파이썬 Python Seaborn 으로 시각화 하기

0 rewiews
Seaborn을 활용한 데이터 시각화 기법 학습: 다양한 그래프 유형, 시계열 데이터 처리, 통계 분석 시각화, 서브플롯 생성 등 실용적인 기술 습득
Add to list
34 Lesons
7 hours
On-Demand
Free-Video
CodeWithHarry

Machine Learning Tutorials for Beginners Using Python in Hindi

0 rewiews
हिंदी में पायथन का उपयोग करके मशीन लर्निंग की मूल बातें सीखें। लीनियर रिग्रेशन, सपोर्ट वेक्टर मशीन और डिसीजन ट्री जैसी तकनीकों को समझें और कोड करें।
Add to list
23 Lesons
10 hours
On-Demand
Free-Video
Great Learning

Regression Analysis in Hindi

0 rewiews
रिग्रेशन विश्लेषण की मूल अवधारणाओं और उपयोग को समझें। लीनियर और लॉजिस्टिक रिग्रेशन के सिद्धांत और पायथन में प्रैक्टिकल डेमो शामिल हैं।
Add to list
7 Lesons
1 hour 55 minutes
On-Demand
Free-Video
CIMPA UCR

Regresión Bridge Ajustada Mediante SURE

0 rewiews
Explora la regresión Bridge ajustada con SURE, una técnica avanzada de análisis estadístico para mejorar la precisión en modelos predictivos.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
IEEE

Short Text, Large Effect - Measuring the Impact of User Reviews on Android App Security & Privacy

0 rewiews
Exploring the impact of user reviews on Android app security and privacy, analyzing 4.5M reviews to identify concerns and measure developers' responses through code changes.
Add to list
24 Lesons
17 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 3

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 1

0 rewiews
Explore structural break analysis using the Chow test, gaining insights into detecting significant changes in economic time series data.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 5

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 2

0 rewiews
Explore advanced techniques for structural break analysis using the Chow test, building on foundational concepts to enhance econometric modeling skills.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Structural Break Analysis Using Chow Test - Part 4

0 rewiews
Explore structural break analysis using the Chow test, focusing on advanced techniques and applications in econometric modeling.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part XI: Testing for Endogeneity and Overidentification

0 rewiews
Explore endogeneity testing in STATA and delve into overidentification concepts for instrumental variable estimation.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Testing for Endogeneity and Overidentification

0 rewiews
Explore endogeneity testing in STATA and learn about overidentification in instrumental variable estimation techniques.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part VI: Testing for Endogeneity and Hausman Test

0 rewiews
Explore endogeneity testing, implement the Hausman Test, and apply it to multiple endogenous variables in instrumental variable estimation.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Testing Endogeneity and Hausman Test - Part 5

0 rewiews
Explore advanced endogeneity testing techniques, including Hausman Test implementation for multiple variables in instrumental variable estimation.
Add to list
6 Lesons
37 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation for Multiple Linear Regression Models - Part IV

0 rewiews
Explore IV techniques for MLRM, generalized MLRM, multiple instruments, and endogenous variables in econometric modeling.
Add to list
5 Lesons
35 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part III

0 rewiews
Explore IV techniques for MLRM, Generalised MLRM, multiple instruments, and endogenous variables in econometric analysis.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Instrumental Variable Estimation - Part I

0 rewiews
Explore IV estimation, endogenous explanatory variables, and conditions for instrumental variables in econometric analysis.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Lag Sensitivity and STATA Application - Part 16

0 rewiews
Explore lag sensitivity in Dynamic Panel Data models and apply DPD techniques using STATA for advanced econometric analysis.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part 14

0 rewiews
Explore advanced concepts in dynamic panel data modeling, focusing on key techniques and applications for econometric analysis.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part V

0 rewiews
Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part IX

0 rewiews
Explore empirical estimation of dynamic panels, including examples and STATA applications, to enhance your understanding of advanced econometric techniques.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part VII: Empirical Estimation and Examples

0 rewiews
Explore empirical estimation and examples of dynamic panel data models, enhancing your understanding of advanced econometric techniques.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Introduction to Logit Model - Part I

0 rewiews
Explore qualitative response models, focusing on logit models and their applications in analyzing car ownership patterns.
Add to list
7 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part VII

0 rewiews
Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Panel Data Model Estimation - Part IX

0 rewiews
Explore panel data estimation techniques, focusing on fixed effects and random effects models for comprehensive econometric analysis.
Add to list
1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part III

0 rewiews
Explore pooled data models and first difference techniques through practical examples, enhancing your understanding of panel data estimation methods.
Add to list
1 Lesons
48 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part IV

0 rewiews
Explore panel data analysis and fixed effects models for robust econometric estimation in longitudinal studies.
Add to list
1 Lesons
40 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part VI

0 rewiews
Explore panel data analysis techniques, including LSDV and Fixed Effects Models, for robust econometric estimation and inference.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Pooled Data and Panel Data Model Estimation - Part II

0 rewiews
Explore pooled data characteristics, OLS models, and STATA implementation for advanced statistical analysis and econometric modeling.
Add to list
1 Lesons
41 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Simultaneous Equation Model - Part III: Simultaneity Bias and OLS Implications

0 rewiews
Explore simultaneity bias and its impact on OLS estimation in simultaneous equation models. Gain insights into addressing this econometric challenge.
Add to list
1 Lesons
24 minutes
On-Demand
Free-Video
Shashank Kalanithi

Practical Statistics for Data Scientists - Data and Sampling Distributions

0 rewiews
Explore data and sampling distributions in statistics for data science, covering random sampling, bias, regression, and key statistical concepts with practical examples.
Add to list
14 Lesons
56 minutes
On-Demand
Free-Video
Pascal Poupart

Logistic Regression and Generalized Linear Models

0 rewiews
Explore exponential family models, logistic regression, and Newton's method for classification tasks, with applications in app recommendation and sparse data analysis.
Add to list
11 Lesons
1 hour 35 minutes
On-Demand
Free-Video
IEEE

SoK- Quantifying Cyber Risk

0 rewiews
Explore methodologies for quantifying cyber risk, examining naive approaches, causal models, and challenges in data interpretation. Gain insights into effective risk assessment strategies.
Add to list
13 Lesons
16 minutes
On-Demand
Free-Video
Simons Institute

Sketching for Linear Algebra - Basics of Dimensionality Reduction and CountSketch I

0 rewiews
Explore dimensionality reduction and CountSketch techniques for efficient linear algebra computations, focusing on regression analysis and subspace embeddings.
Add to list
12 Lesons
59 minutes
On-Demand
Free-Video
Derek Banas

Best Stocks to Buy Now - Python for Finance - Part 6

0 rewiews
Learn to automate stock market predictions using Python, focusing on regression analysis to identify high-momentum stocks and forecast potential returns across the entire market.
Add to list
8 Lesons
27 minutes
On-Demand
Free-Video
Derek Banas

Stock Market Prediction Using Regression Analysis - Python for Finance

0 rewiews
Learn stock market prediction using Python, covering regression analysis, forecasting, and ARIMA models to guide investment decisions based on past performance.
Add to list
10 Lesons
26 minutes
On-Demand
Free-Video
Fields Institute

Simulated Greeks for American Options

0 rewiews
Explore simulated Greeks for American options, covering hedging strategies, state variables, and regression techniques. Compare with European options for comprehensive understanding.
Add to list
14 Lesons
50 minutes
On-Demand
Free-Video
Data Science Dojo

Intro to Azure ML and Cloud Computing

0 rewiews
Explore Azure ML Studio's cloud-based data science capabilities, from data upload and visualization to preprocessing and cleaning, using its intuitive graphical interface.
Add to list
43 Lesons
1 hour 23 minutes
On-Demand
Free-Video
Learnit Training

Excel for Finance and Accounting - Advanced Tutorial

0 rewiews
Advanced Excel techniques for finance professionals, covering NPV, IRR, charts, Pivot Tables, and real-world exercises on financial statements. Improve workflow and data visualization skills for practical financial tasks.
Add to list
17 Lesons
58 minutes
On-Demand
Free-Video
VinAI

Network Regression and Its Inference

0 rewiews
Explore network regression and inference techniques for analyzing complex network data, focusing on estimating regression coefficients with network effects and addressing observational errors.
Add to list
1 Lesons
54 minutes
On-Demand
Free-Video

Regression Series

0 rewiews
Comprehensive exploration of regression analysis, covering key concepts, advanced techniques, and model assumptions for data-driven decision-making.
Add to list
10 Lesons
4 hours 30 minutes
On-Demand
Free-Video
jbstatistics

Simple Linear Regression

0 rewiews
Learn to analyze relationships between variables using linear regression, covering model interpretation, assumptions, inference, and practical applications.
Add to list
12 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Chemometrics & Machine Learning in Copenhagen

Partial Least Squares for Nonlinear Regression

0 rewiews
Explore dimension reduction in PLS regression for nonlinear relationships, challenging traditional views and proposing new insights into PLS-like methods for predictive modeling.
Add to list
12 Lesons
32 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2023 - Modeling Events

0 rewiews
Explore statistical modeling for events, covering discrimination, mediation, generative models, and generalized linear models. Learn to analyze and compute interventions, with a bonus on survival analysis.
Add to list
9 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Richard McElreath

Statistical Rethinking 2022 - Modeling Events

0 rewiews
Explore statistical modeling of events, covering generative models, generalized linear models, logistic regression, and binomial regression. Learn to analyze gender applications and calculate marginal causal effects.
Add to list
11 Lesons
1 hour 11 minutes
On-Demand
Free-Video
MITCBMM

Statistics and Data Analysis

0 rewiews
Learn essential statistics and data analysis concepts, including distributions, visualization techniques, correlation, regression, and hypothesis testing, to enhance your data interpretation skills.
Add to list
24 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Insights into Mathematics

Linear Algebra With Polynomials - Wild Linear Algebra A

0 rewiews
Explore polynomials in linear algebra, covering interpolation, regression, and isomorphism. Learn to apply geometric approaches to transformations and connect polynomial spaces with vector spaces.
Add to list
26 Lesons
46 minutes
On-Demand
Free-Video
Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

0 rewiews
Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.
Add to list
1 Lesons
4 hours 57 minutes
On-Demand
Free-Video
North Carolina School of Science and Mathematics

Measuring Speed - Average and Instantaneous Velocity - Part 1

0 rewiews
Explore average and instantaneous velocity concepts through practical examples and data analysis techniques in this engaging calculus lesson.
Add to list
8 Lesons
23 minutes
On-Demand
Free-Video
Simons Institute

High Dimensional Robust Sparse Regression

0 rewiews
Explore advanced techniques for robust sparse regression in high-dimensional data, focusing on sublinear algorithms and nearest-neighbor search methods.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

Efficient Algorithms for Outlier-Robust Regression

0 rewiews
Explore advanced techniques for outlier-robust regression, focusing on efficient algorithms and their applications in high-dimensional statistics and machine learning.
Add to list
1 Lesons
41 minutes
On-Demand
Free-Video
NIOS

Linear Regression Analysis and Forecasting

0 rewiews
Learn regression analysis techniques for modeling, hypothesis testing, and forecasting using MINITAB software. Covers simple and multiple linear regression, parameter estimation, diagnostics, and practical applications.
Add to list
24 Lesons
12 hours
On-Demand
Free-Video
Simons Institute

Estimating Separable Matching Models

0 rewiews
Explores methods for estimating separable matching models with transferable utility, focusing on minimum distance estimation and reformulation of the Choo and Siow model as a generalized linear model with two-way fixed effects.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video