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From data to information | Data science, statistics, and machine learning

From data to information. Currently I am working as a postdoc in the Complex Trait Genetics Lab. At the VU University. I am specifically interested in the use of additional biological information to identify reliable statistical patterns in genome-wide association data. Currently my research focuses on genetic heterogeneity in schizophrenia, investigating the clustering of genetic variants across specific biological pathways. Data science, statistics, and machine learning. What p-values don’t mean.

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Sven Stringer

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From data to information | Data science, statistics, and machine learning | svenstringer.com Reviews
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From data to information. Currently I am working as a postdoc in the Complex Trait Genetics Lab. At the VU University. I am specifically interested in the use of additional biological information to identify reliable statistical patterns in genome-wide association data. Currently my research focuses on genetic heterogeneity in schizophrenia, investigating the clustering of genetic variants across specific biological pathways. Data science, statistics, and machine learning. What p-values don’t mean.
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From data to information | Data science, statistics, and machine learning | svenstringer.com Reviews

https://svenstringer.com

From data to information. Currently I am working as a postdoc in the Complex Trait Genetics Lab. At the VU University. I am specifically interested in the use of additional biological information to identify reliable statistical patterns in genome-wide association data. Currently my research focuses on genetic heterogeneity in schizophrenia, investigating the clustering of genetic variants across specific biological pathways. Data science, statistics, and machine learning. What p-values don’t mean.

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1

On the merits of replication studies | From data to information

http://svenstringer.com/2014/on-the-merits-of-replication-studies

From data to information. On the merits of replication studies. August 3, 2014. I recently came across Jason Mitchel’s piece ‘ On the emptiness of failed replications. 8216;, in which he argues that no amount of failed replication studies can disprove the original findings of a well-performed study. In this post I evaluate some of his arguments. What p-values don’t mean. Data science, statistics, and machine learning. What p-values don’t mean. On the merits of replication studies.

2

Blog | From data to information | Data science, statistics, and machine learning

http://svenstringer.com/blog

From data to information. What p-values don’t mean. September 2, 2014. The use of null hypothesis significance testing (NHST) is ubiquitous in science. Despite the popularity of NHST, the conclusions of significance tests are sometimes misunderstood. In this post I will highlight an important caveat of NHST: the p-value does not mean what many think it means. In other words, p is the magic value in significance testing, but what does a significant p-value mean? Both squares contain 200 events. Each e...

3

What p-values don’t mean | From data to information

http://svenstringer.com/2014/what-p-values-dont-mean

From data to information. What p-values don’t mean. September 2, 2014. The use of null hypothesis significance testing (NHST) is ubiquitous in science. Despite the popularity of NHST, the conclusions of significance tests are sometimes misunderstood. In this post I will highlight an important caveat of NHST: the p-value does not mean what many think it means. In other words, p is the magic value in significance testing, but what does a significant p-value mean? Both squares contain 200 events. Each e...

4

Publications | From data to information

http://svenstringer.com/publications

From data to information. Stringer S, Kahn RS, de Witte LD, Ophoff R, and Derks EM (under review). Genetic liability for schizophrenia predicts risk of immune disorders. Schizophrenia Research. Stringer S, Nieman DH, Kahn RS, and Derks EM (in press). Genome-wide association analysis in schizophrenia. In Genome-Wide Association Studies: From Polymorphism to Personalized Medicine. Stringer S, Borsboom D, and Wagenmakers, E-J (2011). Bayesian inference for the information gain model. Stringer S, Ouweneel AP...

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From data to information | Data science, statistics, and machine learning

From data to information. Currently I am working as a postdoc in the Complex Trait Genetics Lab. At the VU University. I am specifically interested in the use of additional biological information to identify reliable statistical patterns in genome-wide association data. Currently my research focuses on genetic heterogeneity in schizophrenia, investigating the clustering of genetic variants across specific biological pathways. Data science, statistics, and machine learning. What p-values don’t mean.

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