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#Confidence Intervals

Showing: 68 courses
NPTEL

Business Analytics for Management Decision

8 rewiews
This course will be exclusively quantitative and an application to business/management-related problems. It is connected with problem sets and real life cases to know the relevance of a particular problem and the decision-making thereof.
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60 Lesons
1 day 15 hours
On-Demand
Free-Video
Professor Leonard

Statistics

1 rewiews
Comprehensive video series covering fundamental statistical concepts, from data analysis to hypothesis testing, with practical examples and in-depth explanations.
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28 Lesons
1 day 8 hours
On-Demand
Free-Video
Pennsylvania State University

Statistics

0 rewiews
Learn advanced statistical techniques including regression analysis, ANOVA, and model selection. Master key concepts like variance inflation, F-tests, and information criteria for robust data analysis.
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24 Lesons
3 hours 30 minutes
On-Demand
Free-Video
Fields Institute

Parameter Estimation in Mathematical Oncology - Lecture

0 rewiews
Dive into advanced techniques for parameter estimation in mathematical oncology, exploring key concepts and practical applications.
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1 Lesons
1 hour 27 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

Approximations

0 rewiews
Explore statistical approximations, including binomial, Poisson, and normal distributions. Learn delta method, confidence intervals, and moment estimation techniques for various probability distributions.
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17 Lesons
2 hours 30 minutes
On-Demand
Free-Video
statisticsmatt

Order Statistics

0 rewiews
Explore order statistics, from summation formulas to distribution convergence, transformations, and practical applications using R for data analysis and visualization.
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10 Lesons
2 hours 30 minutes
On-Demand
Free-Video

Statistics in Machine Learning

0 rewiews
Comprehensive guide to statistics for machine learning, covering fundamental concepts, distributions, hypothesis testing, and practical applications using Python.
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42 Lesons
18 hours
On-Demand
Free-Video
Kimberly Brehm

Using Excel in Statistics

0 rewiews
Learn to leverage Excel for statistical analysis, from data display to hypothesis testing and regression, enhancing your data interpretation skills.
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11 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Professor Knudson

Bootstrap Confidence Intervals

0 rewiews
Learn to create and interpret bootstrap confidence intervals for various statistical measures, enhancing your data analysis skills.
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6 Lesons
30 minutes
On-Demand
Free-Video

Statistics - Vol 3

0 rewiews
Comprehensive exploration of sampling distributions, Central Limit Theorem, and confidence intervals. Covers statistical concepts for estimating population means and proportions using various sample sizes.
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18 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Statistics - Vol 4

0 rewiews
Comprehensive guide to advanced statistical concepts, covering confidence intervals, chi-square distribution, population variance estimation, and in-depth exploration of hypothesis testing for means and small samples.
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18 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Stats Examples

0 rewiews
Comprehensive statistical training covering key concepts, probability, distributions, hypothesis testing, and advanced analyses with step-by-step examples and practical applications.
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37 Lesons
11 hours
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
ExcelIsFun

Excel Statistical Analysis - Learn Central Limit Theorem by Building Sampling Distribution of Xbar

0 rewiews
Explore the Central Limit Theorem through practical Excel exercises, learning to build sampling distributions and apply statistical concepts for informed business decision-making.
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21 Lesons
50 minutes
On-Demand
Free-Video

Biostatistics

0 rewiews
Comprehensive introduction to biostatistics covering key concepts, probability, distributions, hypothesis testing, and statistical analysis methods for healthcare and research applications.
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17 Lesons
10 hours
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

Measuring the IQ of Your Threat Intelligence Feeds

0 rewiews
Explore methods for evaluating threat intelligence feeds, including novelty tests, overlap tests, and population tests, to improve cybersecurity decision-making and data analysis.
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32 Lesons
56 minutes
On-Demand
Free-Video
Finnish Center for Artificial Intelligence FCAI

Noise-Aware Statistical Inference with Differentially Private Synthetic Data

0 rewiews
Explore noise-aware statistical inference techniques for differentially private synthetic data, combining multiple imputation and Bayesian modeling to produce accurate uncertainty estimates for population-level quantities.
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14 Lesons
27 minutes
On-Demand
Free-Video
Alan Turing Institute

Trustworthy Communication of Statistics and Risk in the Age of COVID-19

0 rewiews
Explore trustworthy communication of COVID-19 statistics and risks, focusing on official releases, background actuarial risk, and lessons for effective public understanding during crises.
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13 Lesons
41 minutes
On-Demand
Free-Video
Julia Silge

Estimate Change in CEO Departures With Bootstrap Resampling

0 rewiews
Explore bootstrap resampling with tidymodels to analyze trends in CEO departures, using generalized linear models and #TidyTuesday data.
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10 Lesons
22 minutes
On-Demand
Free-Video
Data Science Dojo

Introduction to Online Experimentation and A-B Testing

0 rewiews
Learn best practices for designing and evaluating A/B tests in online experimentation. Covers choosing metrics, avoiding errors, interpreting results, and comparing A/B to multivariate testing.
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15 Lesons
2 hours 5 minutes
On-Demand
Free-Video
GOTO Conferences

Bootstrapping the Right Way - Data Science Best Practices

0 rewiews
Learn effective bootstrapping techniques for data analysis, including proper resampling, package selection, and considerations for parametric Bayesian approaches from a distinguished data scientist.
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1 Lesons
25 minutes
On-Demand
Free-Video

Health Stats IQ

0 rewiews
Explore key statistical concepts in epidemiology, including confounding variables, log scales, standardization, confidence intervals, p-values, and risk measures.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Statistical Inference Concept Statistics for Beginners

0 rewiews
Comprehensive introduction to statistical inference concepts, covering sampling distributions, confidence intervals, hypothesis testing, and more. Ideal for beginners seeking a solid foundation in statistical analysis.
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15 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Bootstrapping Statistics and Bootstrapping in R

0 rewiews
Learn bootstrapping in statistics and R, covering resampling techniques, hypothesis testing, and confidence intervals. Gain practical skills with examples and downloadable datasets.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video

Univariate Analysis in Statistics and with R - Statistics for Beginners

0 rewiews
Comprehensive introduction to univariate analysis in statistics, covering key concepts like t-distribution, hypothesis testing, and confidence intervals. Includes practical examples using R for data analysis and visualization.
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14 Lesons
2 hours 30 minutes
On-Demand
Free-Video
jbstatistics

Confidence Intervals for a Population Mean

0 rewiews
Learn to construct, interpret, and apply confidence intervals for population means using Z and t methods, exploring assumptions and sample size determination.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics

Inference for Two Population Means

0 rewiews
Learn statistical inference techniques for comparing two population means, including pooled-variance and Welch t-tests, confidence intervals, and paired-difference procedures.
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8 Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics

Inference for Proportions

0 rewiews
Explore statistical inference for proportions, covering sampling distributions, confidence intervals, hypothesis tests, and comparisons between two populations.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video
jbstatistics

Inference for Variances

0 rewiews
Explore statistical methods for analyzing variances, including confidence intervals and hypothesis tests for one and two variances, with a focus on normally distributed populations and robustness considerations.
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10 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Professor Leonard

Statistics Lecture - Confidence Interval for the Sample Mean, Population Standard Deviation Known

0 rewiews
Learn to calculate confidence intervals for sample means with known population standard deviation, including margin of error and required sample size determination.
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8 Lesons
49 minutes
On-Demand
Free-Video
Julia Silge

Handling Coefficients for Modeling Collegiate Sports Expenditures

0 rewiews
Explore collegiate sports expenditures using linear modeling and tidymodels, focusing on handling coefficients and intervals for insightful analysis of financial patterns.
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11 Lesons
32 minutes
On-Demand
Free-Video
Simons Institute

Recent Development in Selective Inference II

0 rewiews
Explore advanced selective inference techniques, including randomized approaches, computational challenges, and approximate methods for statistical analysis in adaptive data settings.
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18 Lesons
1 hour 9 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.
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24 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Derek Banas

Statistics Tutorial - T Distribution and Hypothesis Testing

0 rewiews
Learn to calculate and interpret T distributions, use T tables, understand degrees of freedom, and perform hypothesis testing with independent and dependent samples in this comprehensive statistics tutorial.
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12 Lesons
22 minutes
On-Demand
Free-Video
Derek Banas

Statistics Tutorial 4: Z Scores and Confidence Intervals

0 rewiews
Explore probability, normal distributions, sample error, Central Limit Theorem, Z scores, and confidence intervals with Python code examples for practical application.
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1 Lesons
24 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Farzana Nasrin - Random Persistence Diagram Generator

0 rewiews
Explore a method for generating random persistence diagrams using parametric models and Markov chain Monte Carlo algorithms, with applications in material science and topology.
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18 Lesons
53 minutes
On-Demand
Free-Video
Professor Leonard

Finding Confidence Intervals for the Population Proportion

0 rewiews
Learn to calculate and interpret confidence intervals for population proportions, enhancing your statistical analysis skills for real-world data interpretation.
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1 Lesons
2 hours 24 minutes
On-Demand
Free-Video
Professor Leonard

Confidence Interval for the Sample Mean, Population Std Dev - Unknown

0 rewiews
Learn to estimate population mean using sample data when population standard deviation is unknown, including t-distribution and confidence intervals.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Professor Leonard

Statistics Lecture - Confidence Intervals for Variance and Std Dev - Chi-Squared Distribution

0 rewiews
Learn to calculate confidence intervals for variance and standard deviation using the Chi-Squared distribution, enhancing your statistical analysis skills.
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1 Lesons
32 minutes
On-Demand
Free-Video
NIOS

Statistical Inference

0 rewiews
Comprehensive exploration of statistical inference, covering estimation techniques, hypothesis testing, and advanced concepts for in-depth understanding of statistical analysis methods.
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31 Lesons
1 day 6 hours
On-Demand
Free-Video
FUN WITH DATA SCIENCE

Statistics for Data Science

0 rewiews
Comprehensive statistics tutorial covering key concepts, distributions, hypothesis testing, and advanced topics for data science applications.
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109 Lesons
1 day
On-Demand
Free-Video
International Centre for Theoretical Sciences

Statistics for Data Analysis with Exercises - Lecture 3

0 rewiews
Explore advanced statistical methods for data analysis in high-energy physics, focusing on practical applications and exercises to enhance understanding and skills in this specialized field.
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1 Lesons
1 hour 48 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Statistics for Data Analysis with Exercises - Lecture 1

0 rewiews
Comprehensive introduction to statistical methods for data analysis in high-energy physics, covering fundamental concepts and practical applications through exercises and examples.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Wrath of Math

Margin of Error in Confidence Intervals - Statistics Guide

0 rewiews
Comprehensive guide to calculating and interpreting margin of error in confidence intervals for various statistical scenarios, with practical examples and tips for adjusting sample size.
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11 Lesons
35 minutes
On-Demand
Free-Video
The Royal College of Pathologists

Statistics in Medicine - Introduction to Clinical Research Analysis

0 rewiews
Explore key statistical concepts in clinical research, including descriptive and inferential statistics, confidence intervals, p-values, and various statistical tests used in medical studies.
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1 Lesons
42 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Navigating Uncertainty with the Power of Data: Probability and Statistics Unraveled

0 rewiews
Explore probability and statistics to harness data's power in navigating uncertainty. Learn problem-solving skills and gain broader exposure to undergraduate-level mathematics and statistics.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
USC Probability and Statistics Seminar

Mean and Location Estimation with Optimal Constants - UW Madison

0 rewiews
Explore advanced statistical techniques for mean and location estimation, focusing on finite sample theories and optimal constants in high-dimensional regimes.
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1 Lesons
59 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Classical Linear Regression Model - Part 3

0 rewiews
Explore advanced concepts of classical linear regression, including model assumptions, estimation techniques, and statistical inference for robust data analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Sampling Distribution and Statistical Inference of Regression Coefficient

0 rewiews
Explore sampling distributions of regression coefficients and conduct statistical inference to enhance your understanding of regression analysis.
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1 Lesons
45 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Error Bars and Confidence Intervals - Part 2

0 rewiews
Explore error bars, confidence intervals, and z-statistics for data analysis. Learn techniques for small datasets and estimating confidence intervals.
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1 Lesons
22 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

The Central Limit Theorem and its Applications - Part 2

0 rewiews
Explore the Central Limit Theorem's applications, focusing on measured values and standard error of the mean in this concise statistical analysis lecture.
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1 Lesons
31 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Measurement of a Proportion - Part 1

0 rewiews
Explore techniques for measuring proportions through sampling, including individual observations and batch sampling. Learn to estimate proportion distributions.
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1 Lesons
27 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Error Bars and Confidence Intervals - Part 1

0 rewiews
Explore error bars, confidence intervals, and z-statistics for data estimation, with focus on small sample sizes.
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1 Lesons
31 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Full Likelihood Inference for Abundance from Capture-Recapture Data

0 rewiews
Explore full likelihood inference for abundance estimation in capture-recapture experiments, focusing on semiparametric efficiency and the EM algorithm for improved accuracy and coverage.
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1 Lesons
52 minutes
On-Demand
Free-Video
Georgia Tech Research

The Debiased Lasso - Lecture 3

0 rewiews
Explore sparsity in high-dimensional statistics, focusing on confidence intervals and the Debiased Lasso method for parameter estimation and asymptotic normality.
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1 Lesons
58 minutes
On-Demand
Free-Video
Galileo Galilei Institute

Statistical Methods for Data Analysis in Particle Physics - Lecture 3

0 rewiews
Explore advanced statistical techniques for analyzing particle physics data, focusing on hypothesis testing, confidence intervals, and likelihood methods in experimental research.
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1 Lesons
2 hours 3 minutes
On-Demand
Free-Video
Julia Silge

Get Started With Tidymodels Using Vaccination Rate Data

0 rewiews
Explore MMR vaccination rates using tidymodels in R, from data preparation to Bayesian modeling and result comparison.
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13 Lesons
26 minutes
On-Demand
Free-Video
BSidesLV

Measuring the IQ of Your Threat Intelligence Feeds

0 rewiews
Explore methods to evaluate and enhance threat intelligence feeds, focusing on IP addresses, metrics, and statistical tests for improved cybersecurity decision-making.
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30 Lesons
56 minutes
On-Demand
Free-Video
Georgia Tech Research

Inference and Uncertainty Quantification for Noisy Matrix Completion - Lecture 5

0 rewiews
Explore inference and uncertainty quantification for noisy matrix completion, focusing on de-biased estimators and their distributional characterizations for optimal confidence interval construction.
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1 Lesons
51 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: Estimation and Confidence Intervals for Normal Random Variables - Lecture 14

0 rewiews
Master statistical estimation techniques and confidence intervals, focusing on normal random variables with known variance through practical examples and theoretical foundations.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

Confidence Intervals and Margin of Error in Statistical Polling - Lecture 14B

0 rewiews
Master confidence interval concepts through simulations, exploring margin of error in polling, and understanding how intervals reliably capture true population parameters.
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1 Lesons
1 hour 20 minutes
On-Demand
Free-Video
UofU Data Science

t-Distribution and Confidence Intervals - Lecture 14

0 rewiews
Explore statistical inference through t-distributions, confidence intervals, and estimators, building essential skills for data analysis and probability interpretation.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Confidence Intervals and Hypothesis Testing with R Examples - Lecture 16

0 rewiews
Master statistical analysis through confidence intervals and hypothesis testing, with practical R programming examples for real-world data interpretation and decision-making.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
UofU Data Science

Probability and Statistics: A Comprehensive Review - Lecture 18

0 rewiews
Master essential probability and statistics concepts, from basic probability and random variables to hypothesis testing and confidence intervals in this comprehensive semester review.
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1 Lesons
1 hour 51 minutes
On-Demand
Free-Video
Medicosis Perfectionalis

Statistics Introduction - Null Hypothesis, Odds Ratio, Confidence Interval, and P-value

0 rewiews
Master essential statistical concepts including hypothesis testing, odds ratios, confidence intervals, and p-values for medical research and data analysis. Learn key terms and methods for interpreting clinical study results.
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1 Lesons
31 minutes
On-Demand
Free-Video
Dyalog User Meetings

Taming Regression Using APL - From Basic Linear Models to Advanced Applications

0 rewiews
Master statistical regression techniques using APL through practical examples, from basic linear models to advanced non-linear and logistic regression, with hands-on demonstrations using TamStat software.
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12 Lesons
27 minutes
On-Demand
Free-Video