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1

The elements of statistical learning: data mining, inference and prediction

Trevor Hastie, Robert Tibshirani, Jerome Friedman, James Franklin

Journal:

The Mathematical Intelligencer

Year:

2005

Language:

english

File:

PDF, 385 KB

english, 2005

2

[Springer Series in Statistics] The Elements of Statistical Learning ||

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 27.59 MB

english, 2009

3

[Springer Series in Statistics] The Elements of Statistical Learning || Linear Methods for Regression

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 977 KB

english, 2009

4

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Friedman, Jerome, Hastie, Trevor, Tibshirani, Robert

Journal:

The Annals of Statistics

Year:

2000

Language:

english

File:

PDF, 728 KB

english, 2000

5

[Springer Series in Statistics] The Elements of Statistical Learning || Ensemble Learning

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 885 KB

english, 2009

6

[Springer Series in Statistics] The Elements of Statistical Learning || Unsupervised Learning

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 2.28 MB

english, 2009

7

[Springer Series in Statistics] The Elements of Statistical Learning || Neural Networks

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 791 KB

english, 2009

8

[Springer Series in Statistics] The Elements of Statistical Learning || Boosting and Additive Trees

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 3.80 MB

english, 2009

9

[Springer Series in Statistics] The Elements of Statistical Learning Volume 751 || Basis Expansions and Regularization

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 1.62 MB

english, 2009

10

Special Invited Paper. Additive Logistic Regression: A Statistical View of Boosting

Jerome Friedman, Trevor Hastie and Robert Tibshirani

Journal:

The Annals of Statistics

Year:

2000

Language:

english

File:

PDF, 2.95 MB

english, 2000

11

[Springer Series in Statistics] The Elements of Statistical Learning ||

Hastie, Trevor, Friedman, Jerome, Tibshirani, Robert

Year:

2001

Language:

english

File:

PDF, 56.46 MB

english, 2001

12

Improving dietary habits of children: Effects of nutrition education and correspondence training

Alice G. Friedman, Paul G. Greene, Trevor Strokes

Journal:

Journal of Behavior Therapy and Experimental Psychiatry

Year:

1990

Language:

english

File:

PDF, 521 KB

english, 1990

13

Pathwise coordinate optimization

Friedman, Jerome, Hastie, Trevor, Höfling, Holger, Tibshirani, Robert

Journal:

The Annals of Applied Statistics

Year:

2007

Language:

english

File:

PDF, 1.98 MB

english, 2007

14

Clinical and parenting skills outcomes following joint mother−baby psychiatric admission

Margaret Salmon, Kathryn Abel, Lis Cordingley, Trevor Friedman, Louis Appleby

Journal:

Australian and New Zealand Journal of Psychiatry

Year:

2003

Language:

english

File:

PDF, 92 KB

english, 2003

15

Strong rules for discarding predictors in lasso-type problems

Robert Tibshirani, Jacob Bien, Jerome Friedman, Trevor Hastie, Noah Simon, Jonathan Taylor, Ryan J. Tibshirani

Journal:

Journal of the Royal Statistical Society: Series B (Statistical Methodology)

Year:

2012

Language:

english

File:

PDF, 616 KB

english, 2012

16

TREATMENT OF PHOBIC PATIENTS BY SYSTEMATIC DESENSITISATION

Friedman, D.E.I, Silverstone, J.Trevor

Journal:

Year:

1967

Language:

english

File:

PDF, 468 KB

english, 1967

17

4 Infertility and assisted reproduction

Friedman, Trevor

Journal:

Baillière's Clinical Obstetrics and Gynaecology

Year:

1989

Language:

english

File:

PDF, 1.43 MB

english, 1989

18

[Springer Series in Statistics] The Elements of Statistical Learning || Neural Networks

Hastie, Trevor, Friedman, Jerome, Tibshirani, Robert

Year:

2001

Language:

english

File:

PDF, 2.99 MB

english, 2001

19

Note on “Comparison of Model Selection for Regression” by Vladimir Cherkassky and Yunqian Ma

Hastie, Trevor, Tibshirani, Rob, Friedman, Jerome

Journal:

Neural Computation

Year:

2003

Language:

english

File:

PDF, 104 KB

english, 2003

20

A survey of specialist perinatal mental health services in England

Oluwatayo, Olufemi, Friedman, Trevor

Journal:

Psychiatric Bulletin

Year:

2005

Language:

english

File:

PDF, 54 KB

english, 2005

21

Case report 672

Lawrence Friedman, Trevor Horwitz, Maxine Beck, Ralph Sinn

Journal:

Skeletal Radiology

Year:

1991

Language:

english

File:

PDF, 1.21 MB

english, 1991

22

Criterion Validation of the Edinburgh Postnatal Depression Scale as a Screening Tool for Depression in Patients with Advanced Metastatic Cancer

Mari Lloyd-Williams, Trevor Friedman, Nicky Rudd

Journal:

Journal of Pain and Symptom Management

Year:

2000

Language:

english

File:

PDF, 117 KB

english, 2000

23

An Analysis of the Validity of the Hospital Anxiety and Depression Scale as a Screening Tool in Patients with Advanced Metastatic Cancer

Mari Lloyd-Williams, Trevor Friedman, Nicky Rudd

Journal:

Journal of Pain and Symptom Management

Year:

2001

Language:

english

File:

PDF, 63 KB

english, 2001

24

Bacterial tracheitis - two-year experience

Keith Jorgensen, Ellen M. Friedman, Gerald B. Healy, Trevor J. I. Mcgill

Journal:

The Laryngoscope

Year:

1985

File:

PDF, 289 KB

1985

25

Computed tomography in the evaluation of choanal atresia in infants and children

Dennis M. Crockett, Gerald B. Healy, Trevor J. Mcgill, Ellen M. Friedman

Journal:

The Laryngoscope

Year:

1987

File:

PDF, 1021 KB

1987

26

Chronic pediatric stridor: Etiology and outcome

Ellen M. Friedman, A. Paul Vastola, Trevor J. I. Mcgill, Gerald B. Healy

Journal:

The Laryngoscope

Year:

1990

File:

PDF, 392 KB

1990

27

Central nervous system complications associated with acute otitis media in children

Ellen M. Friedman, Trevor J. I. Mcgill, Gerald B. Healy

Journal:

The Laryngoscope

Year:

1990

File:

PDF, 254 KB

1990

28

Congenital cholesteatoma of the middle ear in children: A clinical and histopathological report

Trevor J. Mcgill, Saumil Merchant, Gerald B. Healy, Ellen M. Friedman

Journal:

The Laryngoscope

Year:

1991

File:

PDF, 954 KB

1991

29

Predictors of A&E staff attitudes to self-harm patients who use self-laceration: Influence of previous training and experience

Trevor Friedman, Charles Newton, Christine Coggan, Samantha Hooley, Rekha Patel, Matthew Pickard, Alex J. Mitchell

Journal:

Journal of Psychosomatic Research

Year:

2006

Language:

english

File:

PDF, 206 KB

english, 2006

30

In situ location and U-Pb dating of small zircon grains in igneous rocks using laser ablation-inductively coupled plasma-quadrupole mass spectrometry

Sack, Patrick J., Berry, Ron F., Meffre, Sebastien, Falloon, Trevor J., Gemmell, J. Bruce, Friedman, Richard M.

Journal:

Geochemistry, Geophysics, Geosystems

Year:

2011

Language:

english

File:

PDF, 1.05 MB

english, 2011

31

A Sparse-Group Lasso

Simon, Noah, Friedman, Jerome, Hastie, Trevor, Tibshirani, Robert

Journal:

Journal of Computational and Graphical Statistics

Year:

2013

Language:

english

File:

PDF, 249 KB

english, 2013

32

Novel percutaneous left atrial appendage closure

Bruce, Charles J., Asirvatham, Samuel J., McCaw, Trevor, Hong, Eliot, Berhow, Steven, Ammash, Naser M., Friedman, Paul A.

Journal:

Cardiovascular Revascularization Medicine

Year:

2013

Language:

english

File:

PDF, 942 KB

english, 2013

33

Primitive layered gabbros from fast-spreading lower oceanic crust

Gillis, Kathryn M., Snow, Jonathan E., Klaus, Adam, Abe, Natsue, Adrião, Álden B., Akizawa, Norikatsu, Ceuleneer, Georges, Cheadle, Michael J., Faak, Kathrin, Falloon, Trevor J., Friedman, Sarah A., G

Journal:

Year:

2013

Language:

english

File:

PDF, 3.85 MB

english, 2013

34

SparseNet : Coordinate Descent With Nonconvex Penalties

Mazumder, Rahul, Friedman, Jerome H., Hastie, Trevor

Journal:

Journal of the American Statistical Association

Year:

2011

Language:

english

File:

PDF, 871 KB

english, 2011

35

[Springer Series in Statistics] The Elements of Statistical Learning || High-Dimensional Problems: p ≫ N

Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome

Year:

2009

Language:

english

File:

PDF, 2.43 MB

english, 2009

36

[ACM Press the 14th ACM SIGKDD international conference - Las Vegas, Nevada, USA (2008.08.24-2008.08.27)] Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08 - Regularization paths and coordinate descent

Hastie, Trevor, Friedman, Jerome, Tibshirani, Rob

Year:

2008

Language:

english

File:

PDF, 361 KB

english, 2008

37

Pathwise Coordinate Optimization

Jerome Friedman, Trevor Hastie, Holger Höfling and Robert Tibshirani

Journal:

The Annals of Applied Statistics

Year:

2007

Language:

english

File:

PDF, 2.52 MB

english, 2007

38

Special Invited Paper. Additive Logistic Regression: A Statistical View of Boosting: Rejoinder

Jerome Friedman, Trevor Hastie and Robert Tibshirani

Journal:

The Annals of Statistics

Year:

2000

Language:

english

File:

PDF, 841 KB

english, 2000

39

[Consistency in Boosting]: Discussion

Jerome Friedman, Trevor Hastie, Saharon Rosset, Robert Tibshirani and Ji Zhu

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 626 KB

english, 2004

40

The relationship between menstruation and psychiatric admissions

O'Dwyer, Jane, Friedman, Trevor, Clifford, Elizabeth

Journal:

Irish Journal of Psychological Medicine

Year:

1997

Language:

english

File:

PDF, 2.48 MB

english, 1997

41

Capgras syndrome in postpartum depression

Ratan, Dev A, Friedman, Trevor

Journal:

Irish Journal of Psychological Medicine

Year:

1997

Language:

english

File:

PDF, 967 KB

english, 1997

42

RATIONAL PRESCRIBING OF ANTIDEPRESSANT PRESCRIBING IN HOSPICES

Lloyd-Williams, Mari, Friedman, Trevor

Journal:

Psychosomatic Medicine

Year:

1998

Language:

english

File:

PDF, 129 KB

english, 1998

43

Cancer Mortality Surveillance — United States, 1990-2000

Sherri L. Stewart, Jessica B. King, Trevor D. Thompson, Carol Friedman and Phyllis A. Wingo

Journal:

Morbidity and Mortality Weekly Report: Surveillance Summaries

Year:

2004

Language:

english

File:

PDF, 67.65 MB

english, 2004

44

Where Are You? The Effect of Uncertainty and Its Visual Representation on Location Judgments in GPS-Like Displays.

Hegarty, Mary, Friedman, Alinda, Boone, Alexander P., Barrett, Trevor J.

Journal:

Journal of Experimental Psychology: Applied

Year:

2016

Language:

english

File:

PDF, 746 KB

english, 2016

45

A systematic review and appraisal of the quality of practice guidelines for the management of Neisseria gonorrhoeae infections

Dickson, Catherine, Arnason, Trevor, Friedman, Dara Spatz, Metz, Gila, Grimshaw, Jeremy M

Journal:

Sexually Transmitted Infections

Year:

2017

Language:

english

File:

PDF, 207 KB

english, 2017

46

Melanotic Neuroectodermal Tumor of Infancy

Crockett, Dennis M., Mcgill, Trevor J., Healy, Gerald B., Friedman, Ellen M.

Journal:

Otolaryngology - Head and Neck Surgery

Year:

1987

Language:

english

File:

PDF, 697 KB

english, 1987

47

Benign Lesions of the Nose, Oral Cavity, and Oropharynx in Children: Excision by Carbon Dioxide Laser

Crockett, Dennis M., McGill, Trevor J. I., Healy, Gerald B., Friedman, Ellen M.

Journal:

Annals of Otology, Rhinology & Laryngology

Year:

1985

Language:

english

File:

PDF, 506 KB

english, 1985

48

Self-harm in older people with depression

Dennis, Michael, Wakefield, Penny, Molloy, Caroline, Andrews, Harry, Friedman, Trevor

Journal:

The British Journal of Psychiatry

Year:

2005

Language:

english

File:

PDF, 86 KB

english, 2005

49

Identification of Nonalcoholic Fatty Liver Disease Following Pancreatectomy for Noninvasive Intraductal Papillary Mucinous Neoplasm

Luu, Carrie, Thapa, Ram, Rose, Trevor, Woo, Katherine, Jeong, Daniel, Thomas, Kerry, Chen, Dung-Tsa, Friedman, Mark, Malafa, Mokenge P., Hodul, Pamela J.

Journal:

International Journal of Surgery

Year:

2018

Language:

english

File:

PDF, 332 KB

english, 2018

50

Supraglottitis and Concurrent Hemophilus Meningitis

Friedman, Ellen M., Healy, Gerald B., Damion, Jules, McGill, Trevor J. I.

Journal:

Annals of Otology, Rhinology & Laryngology

Year:

1985

Language:

english

File:

PDF, 242 KB

english, 1985

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