the use of p-values and bayes factors in genome- wide association studies professor jon wakefield

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The Use of The Use of p p -values and -values and Bayes Factors in Genome- Bayes Factors in Genome- Wide Association Studies Wide Association Studies Professor Jon Wakefield Professor Jon Wakefield

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Page 1: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

The Use of The Use of pp-values and Bayes -values and Bayes Factors in Genome-Wide Factors in Genome-Wide

Association StudiesAssociation Studies

Professor Jon WakefieldProfessor Jon Wakefield

Page 2: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

The Use of The Use of pp-values and Bayes -values and Bayes Factors in Genome-Wide Factors in Genome-Wide

Association StudiesAssociation Studies

Professor Jon WakefieldProfessor Jon Wakefield“Bayesian God”

Page 3: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – career progression– career progression

Chair ISBA (read paper)

IISSBBA!A!Modeling

Page 4: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – distinguished (easily) – distinguished (easily)

• Hair

• Glasses

• Accent

Page 5: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – distinguished (easily) – distinguished (easily)

• Hair

• Glasses

• Accent

Page 6: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – distinguished (easily) – distinguished (easily)

• Hair

• Glasses

• Accent

Page 7: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Patrick Heagerty (hair, hat)

• Uncertaindirection?

• Finallyinto gear!

Page 8: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Patrick Heagerty (hair, hat)

• Uncertaindirection?

• Finallyinto gear!

Page 9: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Dr D Balding

• Now headsimperial group

• “Laser-like”

Page 10: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Dr E (Balding)

• Now headsimperial group

• Likes “Lasers”

Page 11: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Lead his field

• A ‘colorful’ character

Page 12: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – influential figures– influential figures

• Lead his field

• A ‘colorful’ character

Page 13: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – a family man– a family man

Looks more like…

Him in miniature!

?

Page 14: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – a family man– a family man

Looks more like…

Him in miniature!

?

Page 15: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – a statistical rock star!– a statistical rock star!

• Performed several unusual acts in Kensington

Page 16: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

Jon Wakefield Jon Wakefield – a statistical rock star!– a statistical rock star!

• Performed several unusual acts in Kensington!

Page 17: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

The Use of The Use of pp-values and Bayes -values and Bayes Factors in Genome-Wide Factors in Genome-Wide

Association StudiesAssociation Studies

Professor Jon WakefieldProfessor Jon Wakefield

Page 18: The Use of p-values and Bayes Factors in Genome- Wide Association Studies Professor Jon Wakefield

professor jon professor jon WakefieldWakefield

Stat/Biostat 571 Statistical Methodology: Regression ...courses.washington.edu/b571/lectures/set1.pdf · 2009 Jon Wakefield, Stat/Biostat 571 Learning Objectives: 571, Winter 2008

Bayesian inference, Naïve Bayes model - Svetlana Lazebnikslazebni.cs.illinois.edu/fall16/lec13_bayesian_inference.pdf · Bayesian inference, Naïve Bayes model ... Bayes Rule •

Flockton, Wakefield

Naive Bayes 1, Naive Bayes and Text Classication I

CUSHMAN & WAKEFIELD | COMMERCIAL KENTUCKY LOUISVILLE … · 2020-05-01 · CUSHMAN & WAKEFIELD | COMMERCIAL KENTUCKY LOUISVILLE MULTIFAMILY RESEARCH The Cushman & Wakefield ... global

Connect Wakefield

Naïve Bayes 𝑖 𝜶 - Kangwoncs.kangwon.ac.kr/.../2015_MachineLearning/07_naive_bayes.pdf · 2016. 6. 17. · Naïve Bayes •Bayes rule을적용하면모든데이터에대하여고려해야함

Wakefield Trinity Heritage - History of Wakefield Trinity

Example: Dental Growth Curves – Initial Plots Initial ... · 2008 Jon Wakefield, Stat/Biostat 571 Example: Dental Growth Curves – Initial Plots We now present some initial plots

Probabilistic Robotics Introduction Probabilities Bayes rule Bayes filters

RIPON RIPON RIPON RIPON RIPON RIPON Zone map.pdfripon ripon ripon ripon ripon ripon wakefield wakefield wakefield wakefield wakefield wakefield wakefield york york york york york york

The Naïve Bayes Classifier - svivek · •The naïve Bayes Classifier •Learning the naïve Bayes Classifier •Practical concerns 2. Today’s lecture •The naïve Bayes Classifier

CHAPTER 9: GENERAL REGRESSION MODELScourses.washington.edu/b571/lectures/chap9_2.pdf · 2006. 2. 24. · 2006 Jon Wakefield, Stat/Biostat 571 CHAPTER 9: GENERAL REGRESSION MODELS

Spam Filtering with Naive Bayes â€“ Which Naive Bayes?

TEOREMA BAYES - rzabdulaziz.files.wordpress.com · TEOREMA BAYES . TEOREMA BAYES Definisi : •Oleh Reverend Thomas Bayes abad ke 18. •Dikembangkan secara luas dalam statistik inferensi

Bayes Factors for t tests and one way Analysis of Variance ...Bayes Factors for t tests and one way Analysis of Variance; in R Dr. Jon Starkweather It may seem like small potatoes,

Wakefield Apartments - Taranaki/Wakefield Corner

Cushman & Wakefield SWAP Presentation · Client Name | Cushman & Wakefield SWAP –Completing a Job What it does SWAP | Internal Trades | Cushman & Wakefield SWAP | Cushman & Wakefield

Wakefield effect

Naive Bayes Text Classification · Naive Bayes Text Classification Sandeep Avula [email protected]. Outline Basic Probability and Notation Bayes Law and Naive Bayes Classification

Naïve Bayes - santini.sesantini.se/teaching/ml/2016/Lect_06/06_NaiveBayes.pdf · Lecture 6 - Self-Study: Naive Bayes 19 Naïve Bayes: discussion ! Naïve Bayes works surprisingly

MMR main report FINAL janv2020 - WHO · • Helena Nordenstedt, of the Karolinska Institutet, Sweden • Jon Wakefield, of the University of Washington, USA. The MMEIG is grateful

Non-parametric Empirical Bayes and Compound Bayes

December 2010T. A. Louis: Basic Bayes 1 Basic Bayes

Fluency Reasoning Problem solving. Created by: Jon Davis (Moorlands Primary School), Nathan Wakefield (Sholing Junior School) Nic Cowen (Newlands Primary

Submitted to Statistical Science Bayes, Oracle …statweb.stanford.edu/~ckirby/brad/papers/2017...Submitted to Statistical Science Bayes, Oracle Bayes, and Empirical Bayes Bradley

Lecture 9: Bayesian Learning - Otto-Friedrich- · PDF fileLEARNING, MDL principle, Bayes Optimal Classiﬁer, Naive Bayes Classiﬁer, Bayes Belief Networks ... on Bayes theorem Lecture

BAYES, ORACLE BAYES, AND EMPIRICAL BAYES By Bradley …Bayes, Oracle Bayes, and Empirical Bayes Bradley Efron Stanford University Abstract. This article concerns the Bayes and frequentist

Bayes Classifier and Naïve Bayes - Oregon State …classes.engr.oregonstate.edu/eecs/winter2011/cs434/notes/bayes-6.pdfBayes Classifier and Naïve Bayes ... Probabilistic Classification

Implementasi Metode Naïve Bayes Classifier Untuk Seleksi ......Classifier. 2.3 Naive Bayes Classifier Naïve Bayes Classifier merupakan penyederhanaan dari teorema Bayes, penemu metode

Bayes and Naïve Bayes Classifiers

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