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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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17 Lesons
10 hours
On-Demand
Free-Video
Santa Fe Institute

The Network Structure of Police Misconduct

1 rewiews
Explore police misconduct networks in Chicago, examining individual and institutional factors influencing co-misconduct patterns. Gain insights into potential police reform strategies.
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18 Lesons
55 minutes
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.
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69 Lesons
10 hours
On-Demand
Free-Video

Multiple Antenna Communications

1 rewiews
Explore advanced wireless communication techniques including MIMO, beamforming, and channel modeling. Gain insights into spatial diversity, multiplexing, and hybrid approaches for improved signal processing and data transmission.
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14 Lesons
2 hours 30 minutes
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.
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17 Lesons
59 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Lecture 2: Background

0 rewiews
Explore fundamental concepts and background for deep generative models, covering essential topics to build a strong foundation in this advanced machine learning field.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Energy Based Models - Lecture 14

0 rewiews
Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights from Stanford's expert on advanced generative modeling techniques.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Stanford University

Deep Generative Models - Energy Based Models - Lecture 11

0 rewiews
Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights from Stanford's expert on advanced generative modeling techniques.
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1 Lesons
1 hour 25 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.
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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.
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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.
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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.
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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…
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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.
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24 Lesons
12 hours
On-Demand
Free-Video
Santa Fe Institute

The Individual Within the Crowd: How Individual Forecasters Contribute to Ideal Group Forecasts

0 rewiews
Explores optimal group forecasting by analyzing individual biases, errors, and diversity. Presents a statistical model for estimating forecaster features and discusses when to use optimal weighting versus simple averaging.
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24 Lesons
47 minutes
On-Demand
Free-Video
Santa Fe Institute

Information and Model Misspecification - Classical Statistics vs. Info-Metrics

0 rewiews
Explore info-metrics framework for handling model misspecification, contrasting classical methods with innovative approaches using entropy and empirical likelihood in power law distributions.
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14 Lesons
1 hour
On-Demand
Free-Video
Santa Fe Institute

The Unlikely Power of Uncertainty and Contradiction in Mathematics

0 rewiews
Explore the power of uncertainty and contradiction in mathematics, and how these concepts can be applied to real-world situations, from disease modeling to political predictions.
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27 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Santa Fe Institute

Thoughts on Rational Inference - Is Information Theoretic Inference Rational?

0 rewiews
Exploring rational inference approaches for incomplete information in complex sciences. Discusses defining and implementing rational methods, handling misspecifications, and addressing model uncertainty and robustness.
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1 Lesons
47 minutes
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.
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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.
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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.
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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…
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1 Lesons
10 minutes
On-Demand
Free-Video
Broad Institute

Contrastive Models for Case-Control Changes in Sequencing - Models, Inference and Algorithms

0 rewiews
Explore contrastive latent variable models for analyzing differential expression in sequencing data, enhancing case-control comparisons in transcriptomics with novel approaches to capture condition-specific variations.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Broad Institute

Modeling Rare Variation and Calculating Genetic Constraint - MPG Primer 2023

0 rewiews
Explore genetic constraint calculation and rare variation modeling techniques for understanding human population genetics and disease mechanisms.
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1 Lesons
50 minutes
On-Demand
Free-Video
Broad Institute

Hierarchical Causal Models

0 rewiews
Dive into hierarchical causal models with David Blei in this EWSC-MIT EECS Joint Colloquium, exploring novel insights in biomedical research and machine learning advancements.
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1 Lesons
1 hour 3 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.
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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.
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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.
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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.
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38 Lesons
6 hours
On-Demand
Free-Video
statisticsmatt

Exponential Family

0 rewiews
Comprehensive exploration of exponential family distributions, covering theoretical aspects and practical applications using R for simulation and confirmation of results.
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22 Lesons
3 hours 30 minutes
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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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28 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Normal Distribution

0 rewiews
Explore the Normal Distribution, including standard forms, calculations, Central Limit Theorem, and confidence intervals. Learn to model and solve various probability problems.
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12 Lesons
1 hour 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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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
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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।
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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।
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7 Lesons
1 hour 55 minutes
On-Demand
Free-Video
Great Learning

Logistic Regression in Hindi

0 rewiews
लॉजिस्टिक रिग्रेशन की मूल अवधारणाओं को समझें, सिग्मॉइड फ़ंक्शन का अध्ययन करें, और पायथन में इसका उपयोग करके वर्गीकरण समस्याओं को हल करना सीखें।
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8 Lesons
45 minutes
On-Demand
Free-Video
GERAD Research Center

A Spatially Adaptive Multi-Resolution Generative Algorithm - Application to Simulating Flood Wave Propagation

0 rewiews
Explore a statistical model for large spatio-temporal datasets, focusing on flood wave simulation. Learn about multi-resolution analysis and lifting schemes for efficient hydraulic modeling and urban flood hazard assessment.
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1 Lesons
26 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.
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1 Lesons
32 minutes
On-Demand
Free-Video
Centre International de Rencontres Mathématiques

Identifying Network Effects from an Insurance Portfolio

0 rewiews
Explore network effects in insurance portfolios through advanced mathematical analysis and modeling techniques.
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1 Lesons
37 minutes
On-Demand
Free-Video
AGU

GeoHealth Quarterly Webinar - Utilizing Spatiotemporal Data for Climate-Related Health Studies

0 rewiews
Explore spatiotemporal data analysis for climate-health research, covering air pollution, tropical cyclones, and environmental impacts on assault and suicide rates.
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25 Lesons
1 hour 28 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.
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24 Lesons
17 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Scientific Approaches to Understanding the Past

0 rewiews
Explore multidisciplinary scientific methods in archaeology, from Stone Age to Iron Age. Learn about human evolution, dispersals, and adaptations through case studies and cutting-edge research techniques.
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1 Lesons
1 hour 33 minutes
On-Demand
Free-Video
Alan Turing Institute

International Statistical Approaches to COVID-19

0 rewiews
Experts discuss COVID-19 modeling in France, challenges in decision support, and findings as societies reopen, offering insights into statistical approaches for pandemic response.
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1 Lesons
51 minutes
On-Demand
Free-Video
Alan Turing Institute

Methodological Challenges and Approaches in COVID-19 Epidemiology

0 rewiews
Explores challenges in COVID-19 epidemiology, covering transmission studies, clinical course analysis, and vaccine effectiveness evaluation, offering insights into research methodologies and findings.
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1 Lesons
52 minutes
On-Demand
Free-Video
Alan Turing Institute

COVID-19 Lockdowns - Evaluating the Effectiveness of Government Interventions

0 rewiews
Podcast explores research on effectiveness of government interventions against Covid-19 during first wave, featuring Oxford PhD students discussing their published findings on pandemic policy impacts.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Alan Turing Institute

The Dark Triad: Modelling Psychopathy

0 rewiews
Explore psychopathy modeling with Alexander Tokarev, applying mathematics and statistics to personality psychology, focusing on dark core traits in organizational settings.
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1 Lesons
1 hour 13 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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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1 Lesons
23 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Partial Adjustment and Nickell Bias - Part III

0 rewiews
Explore dynamic panel data models, partial adjustment techniques, and Nickell bias. Gain insights into advanced econometric concepts for analyzing time-series cross-sectional data.
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5 Lesons
32 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model - Part II: Advanced Techniques and Problem Solving

0 rewiews
Explore advanced panel data models, focusing on dynamic panels and solutions to fixed effects challenges in econometric analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Dynamic Panel Data Model: Introduction and Simple Static Models - Part I

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Explore advanced panel data models, focusing on dynamic panels and two-way error components. Learn to address fixed effects challenges in dynamic modeling.
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5 Lesons
29 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Qualitative Response Models: Introduction to Logit Model - Part I

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

Panel Data Model Estimation - Part VII

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

Panel Data Model Estimation - Part IX

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

Pooled Data and Panel Data Model Estimation - Part III

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

Pooled Data and Panel Data Model Estimation - Part IV

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Explore panel data analysis and fixed effects models for robust econometric estimation in longitudinal studies.
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1 Lesons
40 minutes
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Free-Video