Search result for Statistical modeling Online Courses & Certifications
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Fitting Statistical Models to Data with Python
by Brenda Gunderson , Brady T. West , Kerby Shedden- 4.4
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Approx. 15 hours to complete
This course will introduce and explore various statistical modeling techniques, including linear regression, logistic regression, generalized linear models, hierarchical and mixed effects (or multilevel) models, and Bayesian inference techniques. WEEK 1 - OVERVIEW & CONSIDERATIONS FOR STATISTICAL MODELING Types of Variables in Statistical Modeling Different Study Designs Generate Different Types of Data: Implications for Modeling...
Applied Statistical Modeling for Data Analysis in R
by Minerva Singh- 4.2
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9.5 hours on-demand video
I created this course to take you by hand and teach you all the concepts, and take your statistical modeling from basic to an advanced level for practical data analysis. Frankly, this is the only one course you need to complete in order to get a head start in practical statistical modeling for data analysis using R....
$14.99
Data Science: Inference and Modeling
by Rafael Irizarry- 0.0
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8 Weeks
Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. This course will show you how inference and modeling can be applied to develop the statistical approaches that make polls an effective tool and we'll show you how to do this using R....
$99
Comprehensive Linear Modeling with R
by Geoffrey Hubona, Ph.D.- 3.9
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14.5 hours on-demand video
Comprehensive Linear Modeling with R provides a wide overview of numerous contemporary linear and non-linear modeling approaches for the analysis of research data. Then generalized linear modeling (GLM) is explained and demonstrated with numerous examples. The course concludes with a section on the special considerations and techniques for establishing simultaneous inference in the linear modeling domain....
$12.99
Linear Regression, GLMs and GAMs with R
by Geoffrey Hubona, Ph.D.- 4.1
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8 hours on-demand video
Wood (Chapman & Hall/CRC Texts in Statistical Science, 2006). This course provides an overview of modeling GLMs and GAMs using R. GLMs, and especially GAMs, have evolved into standard statistical methodologies of considerable flexibility. The focus of the course is on modeling and interpreting GLMs and especially GAMs with R....
$12.99
SAS Statistical Business Analyst Professional Certificate
- 0.0
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This program is for those who want to enhance their predictive and statistical modeling skills to drive data-informed business outcomes. If modeling data for business outcomes is relevant in your job role or industry, this certificate is a valuable indication of your proficiency....
Statistical Modeling for Data science
by TechNet Consultancy- 3.7
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1 hour on-demand video
Master Statistical modeling and Many More...
$12.99
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Statistical Inference
by Brian Caffo, PhD , Roger D. Peng, PhD , Jeff Leek, PhD- 4.2
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Approx. 54 hours to complete
Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical modeling, data oriented strategies and explicit use of designs and randomization in analyses. Welcome to Statistical Inference Course Book: Statistical Inference for Data Science...
Statistical Inference and Modeling for High-throughput Experiments
by Rafael Irizarry , Michael Love- 0.0
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4 Weeks
A focus on the techniques commonly used to perform statistical inference on high throughput data. We then introduce statistical modeling and how it is applied to high-throughput data. 3x: Statistical Inference and Modeling for High-throughput Experiments Statistical Modeling...
$149
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
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Approx. 30 hours to complete
The lectures provide some of the basic mathematical development, explanations of the statistical modeling process, and a few basic modeling techniques commonly used by statisticians. Statistical modeling and Monte Carlo estimation Modeling process Common statistical models Count data and hierarchical modeling Applications of hierarchical modeling...
