Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia.

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Research Abstract Details 

Research Abstract Table of Contents

Jump to the:

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Abstract Text:

Zhuoxin Sun,Ori Rosen,Allan R Sampson,

A novel mixture model is presented for repeated measurements in which correlation among repeated observations on the same subject is induced via correlated unobservable component indicators. The mixture components in our model are linear regressions, and the mixing proportions are logits with random effects. Inference is facilitated by sampling from the posterior distribution of the parameters via Markov chain Monte Carlo methods. The model is applied to a neuronal postmortem brain tissue study to examine the differences in neuron volumes between schizophrenic and control subjects.

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Publishing Authors By Initials

Z Sun,O Rosen,AR Sampson,

For similar investigative techniques: epidemiologic methods: statistics as topic: statistical distributions research abstracts see: investigative techniques: epidemiologic methods: statistics as topic: statistical distributions research

PUBMED ID PMID:

MEDLINE DATE:

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Journal Published:

PUBLICATION TYPE: Research Support, U.S. Gov't,

Journal: Biometrics

VOLUME: 63

Page Numbers: 901-9

Journal Abbreviation: Biometrics

ISSN: 0006-341X

DAY: 3

MONTH: Sep

YEAR: 2007

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Information

Number of References:

LANGUAGE: eng

NlmUniqueID: 370625

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Keywords Mesh Terms:

KEYWORDS: Statistical Distributions

MESH TERMS: pathology

Chemical & Substance for Abstract: Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia. Information

Substance Name:

Registry Number:

Grant and Affiliation Information for Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia.

AFFILIATION: Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard School of Public Health, Boston, Massachusetts 02115, USA. zhuoxin@jimmy.harvard.edu

Country: United States

AGENCY: United States NIMH

GRANT: P50 MH045156

ACRONYM: MH

MEDLINETA: Biometrics

REFSOURCE:

DATABASENAME:

ACCESSION NUMBER:

Number Hits: 0

Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia Related Publications

• 'Stockholm syndrome': psychiatric diagnosis or urban myth?
• Achromatic optical phase shifter-modulator.
• Activation of the nuclear transcription factor SP-1 by insulin rapidly increases the expression of protein kinase C delta in skeletal muscle.
• Amino acid-bearing ROMP polymers with a stereoregular backbone.
• Cytosolic Protein Tyrosine Phosphatase-{epsilon} Is a Negative Regulator of Insulin Signaling in Skeletal Muscle.
• Damage to the human cerebellum from prenatal alcohol exposure: the anatomy of a simple biometrical explanation.
• Dietary management in a study of riboflavin requirements.
• EGFRvIII-targeted immunotoxin induces antitumor immunity that is inhibited in the absence of CD4+ and CD8+ T cells.
• Genetic analysis of intracranial tumors in a murine model of glioma demonstrate a shift in gene expression in response to host immunity.
• Heart disease as a complication of pregnancy; with emphasis on indications for recommending therapeutic abortion or avoidance of conception.
• Low density lipoprotein from patients with Type 2 diabetes increases expression of monocyte matrix metalloproteinase and ADAM metalloproteinase genes.
• Low-grade myofibroblastic sarcoma of the heart causing sudden death.
• Multivariate bernoulli mixture models with application to postmortem tissue studies in schizophrenia.
• Mutational analysis of immunoglobulin E-binding epitopes of beta-casein and beta-lactoglobulin showed a heterogeneous pattern of critical amino acids between individual patients and pooled sera.
• PERIARTERITIS NODOSA AFFECTING THE EYE.
• Real-time detection technique for Doppler optical coherence tomography.
• Real-time dispersion compensation in scanning interferometry.
• Romping the cellular landscape: linear scaffolds for molecular recognition.
• Rv1106c from Mycobacterium tuberculosis is a 3beta-hydroxysteroid dehydrogenase.
• Sirolimus therapy in tuberous sclerosis or sporadic lymphangioleiomyomatosis.
• Specificity of IgE antibodies to sequential epitopes of hen's egg ovomucoid as a marker for persistence of egg allergy.
• Studies of plasma quinidine content in relation to single dose administration, toxic manifestations and therapeutic effect.
• Sublingual immunotherapy and subcutaneous immunotherapy: Issues in the United States.
• Systemic CTLA-4 blockade ameliorates glioma-induced changes to the CD4+ T cell compartment without affecting regulatory T-cell function.
• Systemic anti-CD25 monoclonal antibody administration safely enhances immunity in murine glioma without eliminating regulatory T cells.
• The Roentgenogram in So-Called "Acute" Silicosis.
• The ocular manifestations of polyarteritis nodosa.
• The significance of symptoms and roentgen studies in urinary tract disease.
• The value of clinical features in the diagnosis of acute pulmonary embolism: systematic review and meta-analysis.
• Use of 12-hour clinical shifts in nursing education: faculty, staff, and student response.