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10/30/2022
Changes from Classical Statistics to Modern Statistics and Data Science
A coordinate system is a foundation for every quantitative science, engi...
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07/17/2019
Genome-wide Causation Studies of Complex Diseases
Despite significant progress in dissecting the genetic architecture of c...
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05/10/2018
Bivariate Causal Discovery and its Applications to Gene Expression and Imaging Data Analysis
The mainstream of research in genetics, epigenetics and imaging data ana...
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12/03/2015
A New Statistical Framework for Genetic Pleiotropic Analysis of High Dimensional Phenotype Data
The widely used genetic pleiotropic analysis of multiple phenotypes are ...
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01/13/2015
Random Bits Regression: a Strong General Predictor for Big Data
To improve accuracy and speed of regressions and classifications, we pre...
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10/26/2014
A Novel Statistical Method Based on Dynamic Models for Classification
Realizations of stochastic process are often observed temporal data or f...
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10/26/2014
Fully Automated Myocardial Infarction Classification using Ordinary Differential Equations
Portable, Wearable and Wireless electrocardiogram (ECG) Systems have the...
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08/01/2014
Functional Principal Component Analysis and Randomized Sparse Clustering Algorithm for Medical Image Analysis
Due to advances in sensors, growing large and complex medical image data...
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01/15/2013
