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Investigating the relative value of health and social care related quality of life using a discrete choice experiment.

Mulhern B, Norman R, De Abreu Lourenco R, Malley J, Street D, Viney R.

Soc Sci Med. 2019 May 21;233:28-37. doi: 10.1016/j.socscimed.2019.05.032. [Epub ahead of print]


Japanese translation and cross-cultural validation of the Adult Social Care Outcomes Toolkit (ASCOT) in Japanese social service users.

Nakamura-Thomas H, Morikawa M, Moriyama Y, Shiroiwa T, Kyougoku M, Razik K, Malley J.

Health Qual Life Outcomes. 2019 Apr 11;17(1):59. doi: 10.1186/s12955-019-1128-7.


Comparing internet and face-to-face surveys as methods for eliciting preferences for social care-related quality of life: evidence from England using the ASCOT service user measure.

Saloniki EC, Malley J, Burge P, Lu H, Batchelder L, Linnosmaa I, Trukeschitz B, Forder J.

Qual Life Res. 2019 Aug;28(8):2207-2220. doi: 10.1007/s11136-019-02172-2. Epub 2019 Apr 3.


Are reasons for care-giving related to carers' care-related quality of life and strain? Evidence from a survey of carers in England.

Rand S, Malley J, Forder J.

Health Soc Care Community. 2019 Jan;27(1):151-160. doi: 10.1111/hsc.12634. Epub 2018 Jul 31.


Life cycle environmental and economic implications of small drinking water system upgrades to reduce disinfection byproducts.

Mo W, Cornejo PK, Malley JP, Kane TE, Collins MR.

Water Res. 2018 Oct 15;143:155-164. doi: 10.1016/j.watres.2018.06.047. Epub 2018 Jun 20.


The impact of long-term care on quality of life.

Forder J, Vadean F, Rand S, Malley J.

Health Econ. 2018 Mar;27(3):e43-e58. doi: 10.1002/hec.3612. Epub 2017 Nov 3.


A study of dyadic interdependence of control, social participation and occupation of adults who use long-term care services and their carers.

Rand S, Forder J, Malley J.

Qual Life Res. 2017 Dec;26(12):3307-3321. doi: 10.1007/s11136-017-1669-3. Epub 2017 Aug 7.


The optimal crowd learning machine.

Battogtokh B, Mojirsheibani M, Malley J.

BioData Min. 2017 May 19;10:16. doi: 10.1186/s13040-017-0135-7. eCollection 2017.


Comparison of parametric and machine methods for variable selection in simulated Genetic Analysis Workshop 19 data.

Holzinger ER, Szymczak S, Malley J, Pugh EW, Ling H, Griffith S, Zhang P, Li Q, Cropp CD, Bailey-Wilson JE.

BMC Proc. 2016 Oct 18;10(Suppl 7):147-152. eCollection 2016.


The factors associated with care-related quality of life of adults with intellectual disabilities in England: implications for policy and practice.

Rand S, Malley J.

Health Soc Care Community. 2017 Sep;25(5):1607-1619. doi: 10.1111/hsc.12354. Epub 2016 Apr 24.


Detecting gene-gene interactions using a permutation-based random forest method.

Li J, Malley JD, Andrew AS, Karagas MR, Moore JH.

BioData Min. 2016 Apr 6;9:14. doi: 10.1186/s13040-016-0093-5. eCollection 2016.


r2VIM: A new variable selection method for random forests in genome-wide association studies.

Szymczak S, Holzinger E, Dasgupta A, Malley JD, Molloy AM, Mills JL, Brody LC, Stambolian D, Bailey-Wilson JE.

BioData Min. 2016 Feb 1;9:7. doi: 10.1186/s13040-016-0087-3. eCollection 2016.


Factor structure and construct validity of the Adult Social Care Outcomes Toolkit for Carers (ASCOT-Carer).

Rand SE, Malley JN, Netten AP, Forder JE.

Qual Life Res. 2015 Nov;24(11):2601-14. doi: 10.1007/s11136-015-1011-x. Epub 2015 Jun 3.


Synthetic learning machines.

Ishwaran H, Malley JD.

BioData Min. 2014 Dec 18;7(1):28. doi: 10.1186/s13040-014-0028-y. eCollection 2014.


Variable selection method for the identification of epistatic models.

Holzinger ER, Szymczak S, Dasgupta A, Malley J, Li Q, Bailey-Wilson JE.

Pac Symp Biocomput. 2015:195-206.


A Simplified Basis for Bell-Kochen-Specker Theorems.

Malley JD, Fine A.

Phys Lett A. 2014 Jul 11;378(35):2611-2613.


First complex, then simple.

Malley JD, Moore JH.

BioData Min. 2014 Jul 18;7:13. doi: 10.1186/1756-0381-7-13. eCollection 2014. No abstract available.


Innovation is often unnerving: the door into summer.

Malley JD, Moore JH.

BioData Min. 2014 Jul 17;7:12. doi: 10.1186/1756-0381-7-12. eCollection 2014. No abstract available.


What can local authorities do to improve the social care-related quality of life of older adults living at home? Evidence from the Adult Social Care Survey.

van Leeuwen KM, Malley J, Bosmans JE, Jansen AP, Ostelo RW, van der Horst HE, Netten A.

Health Place. 2014 Sep;29:104-13. doi: 10.1016/j.healthplace.2014.06.004. Epub 2014 Jul 11.


Looking for childhood-onset schizophrenia: diagnostic algorithms for classifying children and adolescents with psychosis.

Greenstein D, Kataria R, Gochman P, Dasgupta A, Malley JD, Rapoport J, Gogtay N.

J Child Adolesc Psychopharmacol. 2014 Sep;24(7):366-73. doi: 10.1089/cap.2013.0139. Epub 2014 Jul 14.


Comparative validation of the D. melanogaster modENCODE transcriptome annotation.

Chen ZX, Sturgill D, Qu J, Jiang H, Park S, Boley N, Suzuki AM, Fletcher AR, Plachetzki DC, FitzGerald PC, Artieri CG, Atallah J, Barmina O, Brown JB, Blankenburg KP, Clough E, Dasgupta A, Gubbala S, Han Y, Jayaseelan JC, Kalra D, Kim YA, Kovar CL, Lee SL, Li M, Malley JD, Malone JH, Mathew T, Mattiuzzo NR, Munidasa M, Muzny DM, Ongeri F, Perales L, Przytycka TM, Pu LL, Robinson G, Thornton RL, Saada N, Scherer SE, Smith HE, Vinson C, Warner CB, Worley KC, Wu YQ, Zou X, Cherbas P, Kellis M, Eisen MB, Piano F, Kionte K, Fitch DH, Sternberg PW, Cutter AD, Duff MO, Hoskins RA, Graveley BR, Gibbs RA, Bickel PJ, Kopp A, Carninci P, Celniker SE, Oliver B, Richards S.

Genome Res. 2014 Jul;24(7):1209-23. doi: 10.1101/gr.159384.113.


SCORHE: a novel and practical approach to video monitoring of laboratory mice housed in vivarium cage racks.

Salem GH, Dennis JU, Krynitsky J, Garmendia-Cedillos M, Swaroop K, Malley JD, Pajevic S, Abuhatzira L, Bustin M, Gillet JP, Gottesman MM, Mitchell JB, Pohida TJ.

Behav Res Methods. 2015 Mar;47(1):235-50. doi: 10.3758/s13428-014-0451-5.


Risk estimation using probability machines.

Dasgupta A, Szymczak S, Moore JH, Bailey-Wilson JE, Malley JD.

BioData Min. 2014 Mar 1;7(1):2. doi: 10.1186/1756-0381-7-2.


A system-level pathway-phenotype association analysis using synthetic feature random forest.

Pan Q, Hu T, Malley JD, Andrew AS, Karagas MR, Moore JH.

Genet Epidemiol. 2014 Apr;38(3):209-19. doi: 10.1002/gepi.21794. Epub 2014 Feb 17.


Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory.

Kruppa J, Liu Y, Biau G, Kohler M, König IR, Malley JD, Ziegler A.

Biom J. 2014 Jul;56(4):534-63. doi: 10.1002/bimj.201300068. Epub 2014 Jan 29. Review.


O brave new world that has such machines in it.

Malley JD, Malley KG, Moore JH.

BioData Min. 2014 Nov 17;7:26. doi: 10.1186/1756-0381-7-26. eCollection 2014. No abstract available.


Carers' quality of life and experiences of adult social care support in England.

Rand S, Malley J.

Health Soc Care Community. 2014 Jul;22(4):375-85. doi: 10.1111/hsc.12089. Epub 2013 Dec 12.


Using cost-effectiveness estimates from survey data to guide commissioning: an application to home care.

Forder J, Malley J, Towers AM, Netten A.

Health Econ. 2014 Aug;23(8):979-92. doi: 10.1002/hec.2973. Epub 2013 Aug 27.


The disconnect between classical biostatistics and the biological data mining community.

Malley JD, Moore JH.

BioData Min. 2013 Jul 24;6(1):12. doi: 10.1186/1756-0381-6-12. No abstract available.


The limits of p-values for biological data mining.

Malley JD, Dasgupta A, Moore JH.

BioData Min. 2013 May 11;6(1):10. doi: 10.1186/1756-0381-6-10. No abstract available.


The clinical phenotypes of the juvenile idiopathic inflammatory myopathies.

Shah M, Mamyrova G, Targoff IN, Huber AM, Malley JD, Rice MM, Miller FW, Rider LG; Childhood Myositis Heterogeneity Collaborative Study Group.

Medicine (Baltimore). 2013 Jan;92(1):25-41. doi: 10.1097/MD.0b013e31827f264d.


Using multivariate machine learning methods and structural MRI to classify childhood onset schizophrenia and healthy controls.

Greenstein D, Malley JD, Weisinger B, Clasen L, Gogtay N.

Front Psychiatry. 2012 Jun 1;3:53. doi: 10.3389/fpsyt.2012.00053. eCollection 2012.


The role of care home fees in the public costs and distributional effects of potential reforms to care home funding for older people in England.

Hancock R, Malley J, Wittenberg R, Morciano M, Pickard L, King D, Comas-Herrera A.

Health Econ Policy Law. 2013 Jan;8(1):47-73. doi: 10.1017/S1744133112000035. Epub 2012 Apr 2.


Outcomes of social care for adults: developing a preference-weighted measure.

Netten A, Burge P, Malley J, Potoglou D, Towers AM, Brazier J, Flynn T, Forder J, Wall B.

Health Technol Assess. 2012;16(16):1-166. doi: 10.3310/hta16160.


Performance of random forests and logic regression methods using mini-exome sequence data.

Kim Y, Li Q, Cropp CD, Sung H, Cai J, Simpson CL, Perry B, Dasgupta A, Malley JD, Wilson AF, Bailey-Wilson JE.

BMC Proc. 2011 Nov 29;5 Suppl 9:S104. doi: 10.1186/1753-6561-5-S9-S104.


An assessment of the construct validity of the ASCOT measure of social care-related quality of life with older people.

Malley JN, Towers AM, Netten AP, Brazier JE, Forder JE, Flynn T.

Health Qual Life Outcomes. 2012 Feb 10;10:21. doi: 10.1186/1477-7525-10-21.


Brief review of regression-based and machine learning methods in genetic epidemiology: the Genetic Analysis Workshop 17 experience.

Dasgupta A, Sun YV, König IR, Bailey-Wilson JE, Malley JD.

Genet Epidemiol. 2011;35 Suppl 1:S5-11. doi: 10.1002/gepi.20642. Review.


The effect of lengthening life expectancy on future pension and long-term care expenditure in England, 2007 to 2032.

Malley J, Hancock R, Murphy M, Adams J, Wittenberg R, Comas-Herrera A, Curry C, King D, James S, Morciano M, Pickard L.

Health Stat Q. 2011 Winter;(52):33-61. doi: 10.1057/hsq.2011.17.


Probability machines: consistent probability estimation using nonparametric learning machines.

Malley JD, Kruppa J, Dasgupta A, Malley KG, Ziegler A.

Methods Inf Med. 2012;51(1):74-81. doi: 10.3414/ME00-01-0052. Epub 2011 Sep 14.


The effect of stocking densities on reproductive performance in laboratory zebrafish (Danio rerio).

Castranova D, Lawton A, Lawrence C, Baumann DP, Best J, Coscolla J, Doherty A, Ramos J, Hakkesteeg J, Wang C, Wilson C, Malley J, Weinstein BM.

Zebrafish. 2011 Sep;8(3):141-6. doi: 10.1089/zeb.2011.0688. Epub 2011 Aug 19.


Best-worst scaling vs. discrete choice experiments: an empirical comparison using social care data.

Potoglou D, Burge P, Flynn T, Netten A, Malley J, Forder J, Brazier JE.

Soc Sci Med. 2011 May;72(10):1717-27. doi: 10.1016/j.socscimed.2011.03.027. Epub 2011 Apr 5.


Structure of posttraumatic stress disorder symptoms and psychosocial functioning in Veterans of Operations Enduring Freedom and Iraqi Freedom.

Pietrzak RH, Goldstein MB, Malley JC, Rivers AJ, Southwick SM.

Psychiatry Res. 2010 Jul 30;178(2):323-9. doi: 10.1016/j.psychres.2010.04.039. Epub 2010 May 23.


Where have all the women gone?: participant gender in epidemiological and non-epidemiological research of schizophrenia.

Longenecker J, Genderson J, Dickinson D, Malley J, Elvevåg B, Weinberger DR, Gold J.

Schizophr Res. 2010 Jun;119(1-3):240-5. doi: 10.1016/j.schres.2010.03.023.


Posttraumatic growth in Veterans of Operations Enduring Freedom and Iraqi Freedom.

Pietrzak RH, Goldstein MB, Malley JC, Rivers AJ, Johnson DC, Morgan CA 3rd, Southwick SM.

J Affect Disord. 2010 Oct;126(1-2):230-5. doi: 10.1016/j.jad.2010.03.021.


The behaviour of random forest permutation-based variable importance measures under predictor correlation.

Nicodemus KK, Malley JD, Strobl C, Ziegler A.

BMC Bioinformatics. 2010 Feb 27;11:110. doi: 10.1186/1471-2105-11-110.


Evaluation of random forests performance for genome-wide association studies in the presence of interaction effects.

Kim Y, Wojciechowski R, Sung H, Mathias RA, Wang L, Klein AP, Lenroot RK, Malley J, Bailey-Wilson JE.

BMC Proc. 2009 Dec 15;3 Suppl 7:S64.


Posttraumatic stress disorder mediates the relationship between mild traumatic brain injury and health and psychosocial functioning in veterans of Operations Enduring Freedom and Iraqi Freedom.

Pietrzak RH, Johnson DC, Goldstein MB, Malley JC, Southwick SM.

J Nerv Ment Dis. 2009 Oct;197(10):748-53. doi: 10.1097/NMD.0b013e3181b97a75.


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