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Published By Institute Of Mathematical Statistics

1935-7516
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scholarly journals Interpretable machine learning: Fundamental principles and 10 grand challenges

2022 ◽  
Vol 16 (none) ◽  
Author(s):  
Cynthia Rudin ◽  
Chaofan Chen ◽  
Zhi Chen ◽  
Haiyang Huang ◽  
Lesia Semenova ◽  
...  
Keyword(s):  
Machine Learning ◽  
Grand Challenges ◽  
Interpretable Machine Learning

scholarly journals Practical valid inferences for the two-sample binomial problem

2021 ◽  
Vol 15 (none) ◽  
Author(s):  
Michael P. Fay ◽  
Sally A. Hunsberger

scholarly journals Statistical inference for stationary linear models with tapered data

2021 ◽  
Vol 15 (none) ◽  
Author(s):  
Mamikon S. Ginovyan ◽  
Artur A. Sahakyan
Keyword(s):  
Statistical Inference ◽  
Linear Models

scholarly journals An up-to-date review of scan statistics

2021 ◽  
Vol 15 (none) ◽  
Author(s):  
Ali Abolhassani ◽  
Marcos O. Prates
Keyword(s):  
Scan Statistics

scholarly journals A review of uncertainty quantification for density estimation

2021 ◽  
Vol 15 (none) ◽  
Author(s):  
Shaun McDonald ◽  
David Campbell
Keyword(s):  
Uncertainty Quantification ◽  
Density Estimation

scholarly journals Flexible, boundary adapted, nonparametric methods for the estimation of univariate piecewise-smooth functions

2020 ◽  
Vol 14 (0) ◽  
pp. 32-70
Author(s):  
Umberto Amato ◽  
Anestis Antoniadis ◽  
Italia De Feis
Keyword(s):  
Nonparametric Methods ◽  
Piecewise Smooth ◽  
Smooth Functions ◽  
Piecewise Smooth Functions

scholarly journals Can $p$-values be meaningfully interpreted without random sampling?

2020 ◽  
Vol 14 (0) ◽  
pp. 71-91
Author(s):  
Norbert Hirschauer ◽  
Sven Grüner ◽  
Oliver Mußhoff ◽  
Claudia Becker ◽  
Antje Jantsch
Keyword(s):  
Random Sampling ◽  
P Values

scholarly journals Estimating the size of a hidden finite set: Large-sample behavior of estimators

2020 ◽  
Vol 14 (0) ◽  
pp. 1-31
Author(s):  
Si Cheng ◽  
Daniel J. Eck ◽  
Forrest W. Crawford
Keyword(s):  
Large Sample ◽  
Finite Set

scholarly journals Halfspace depth and floating body

2019 ◽  
Vol 13 (0) ◽  
pp. 52-118 ◽  
Author(s):  
Stanislav Nagy ◽  
Carsten Schütt ◽  
Elisabeth M. Werner
Keyword(s):  
Floating Body

scholarly journals Scalar-on-function regression for predicting distal outcomes from intensively gathered longitudinal data: Interpretability for applied scientists

2019 ◽  
Vol 13 (0) ◽  
pp. 150-180 ◽  
Author(s):  
John J. Dziak ◽  
Donna L. Coffman ◽  
Matthew Reimherr ◽  
Justin Petrovich ◽  
Runze Li ◽  
...  
Keyword(s):  
Longitudinal Data
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