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Regression and other stories
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ISBN: 9781107023987 9781107676510 110702398X 1107676517 Year: 2021 Publisher: Cambridge Cambridge University Press

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Book
Logistic regression : a primer
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ISBN: 9781071816202 9781071816196 9781071816189 9781071816172 1071816195 1071816187 1071816209 1071816179 1071878727 Year: 2021 Volume: 132 Publisher: Los Angeles, Calif. Sage

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This volume helps readers understand the intuitive logic behind logistic regression through nontechnical language and simple examples. The Second Edition presents results from several statistical packages to help interpret the meaning of logistic regression coefficients, presents more detail on variations in logistic regression for multicategory outcomes, and describes some potential problems in interpreting logistic regression coefficients. A companion website includes the three data sets and Stata, SPSS, and R commands needed to reproduce all the tables and figures in the book. Finally, the Appendix reviews the meaning of logarithms, and helps readers understand the use of logarithms in logistic regression as well as in other types of models.


Book
Understanding Neuromuscular Health and Disease: Advances in Genetics, Omics, and Molecular Function
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Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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This compilation focuses on recent advances in the molecular and cellular understandingof neuromuscular biology, and the treatment of neuromuscular disease.These advances are at the forefront of modern molecular methodologies, oftenintegrating across wet-lab cell and tissue models, dry-lab computational approaches,and clinical studies. The continuing development and application ofmultiomics methods offer particular challenges and opportunities in the field,not least in the potential for personalized medicine.

Keywords

Research & information: general --- LMNA --- Emery-Dreifuss muscular dystrophy --- Omics --- ALS --- MND --- ALS variants --- genotype-phenotype --- ALS genes --- FSHD --- DUX4 --- transcription --- muscle --- regulation --- spinal muscular atrophy --- adult patients --- disease heterogeneity --- Nusinersen --- disease modifiers --- functional outcomes --- biomarkers --- epigenetic changes --- -omics approaches --- oxidative stress --- mitochondria dysfunction --- axonal transport --- autophagy --- endocytosis --- secretion --- excitotoxicity --- RNA metabolism --- Duchenne muscular dystrophy (DMD) --- exon-skipping therapies --- next-generation sequencing (NGS) --- Sanger sequencing --- multiplex ligation probe amplification (MLPA) --- multiplex polymerase chain reaction (PCR) --- comparative genomic hybridization array (CGH) --- viltolarsen --- eteplirsen --- golodirsen --- rheumatoid arthritis --- SNP --- DMARD --- methotrexate --- pharmacogenomics --- Duchenne muscular dystrophy --- pharmacodynamic biomarkers --- prednisone --- deflazacort --- glucocorticoids --- corticosteroids --- safety --- neuromuscular diseases --- translational research --- disease models --- precision medicine --- miRNA --- proteomics --- calprotectin --- dystrophy --- Becker muscular dystrophy --- dystrophinopathy --- genotype-phenotype correlations --- Canadian Neuromuscular Disease Registry --- reading frame rule --- dystrophin --- multiple logistic regression analysis --- exon skipping therapy --- Amyotrophic Lateral Sclerosis --- machine learning --- genome-wide association studies --- GWAS --- genomics --- ALS pathology --- gene prioritization --- AAV --- genetic neuromuscular disorders --- gene therapy --- clinical trials --- toxicity --- SMA --- DMD --- XLMTM --- facioscapulohumeral dystrophy --- TALEN --- CRISPR-Cas9 --- gene editing --- polyadenylation --- D4Z4 --- duchenne muscular dystrophy (DMD) --- becker muscular dystrophy (BMD) --- exon skipping --- skip-equivalent deletions --- LMNA --- Emery-Dreifuss muscular dystrophy --- Omics --- ALS --- MND --- ALS variants --- genotype-phenotype --- ALS genes --- FSHD --- DUX4 --- transcription --- muscle --- regulation --- spinal muscular atrophy --- adult patients --- disease heterogeneity --- Nusinersen --- disease modifiers --- functional outcomes --- biomarkers --- epigenetic changes --- -omics approaches --- oxidative stress --- mitochondria dysfunction --- axonal transport --- autophagy --- endocytosis --- secretion --- excitotoxicity --- RNA metabolism --- Duchenne muscular dystrophy (DMD) --- exon-skipping therapies --- next-generation sequencing (NGS) --- Sanger sequencing --- multiplex ligation probe amplification (MLPA) --- multiplex polymerase chain reaction (PCR) --- comparative genomic hybridization array (CGH) --- viltolarsen --- eteplirsen --- golodirsen --- rheumatoid arthritis --- SNP --- DMARD --- methotrexate --- pharmacogenomics --- Duchenne muscular dystrophy --- pharmacodynamic biomarkers --- prednisone --- deflazacort --- glucocorticoids --- corticosteroids --- safety --- neuromuscular diseases --- translational research --- disease models --- precision medicine --- miRNA --- proteomics --- calprotectin --- dystrophy --- Becker muscular dystrophy --- dystrophinopathy --- genotype-phenotype correlations --- Canadian Neuromuscular Disease Registry --- reading frame rule --- dystrophin --- multiple logistic regression analysis --- exon skipping therapy --- Amyotrophic Lateral Sclerosis --- machine learning --- genome-wide association studies --- GWAS --- genomics --- ALS pathology --- gene prioritization --- AAV --- genetic neuromuscular disorders --- gene therapy --- clinical trials --- toxicity --- SMA --- DMD --- XLMTM --- facioscapulohumeral dystrophy --- TALEN --- CRISPR-Cas9 --- gene editing --- polyadenylation --- D4Z4 --- duchenne muscular dystrophy (DMD) --- becker muscular dystrophy (BMD) --- exon skipping --- skip-equivalent deletions


Book
Understanding Neuromuscular Health and Disease: Advances in Genetics, Omics, and Molecular Function
Authors: ---
Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

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Abstract

This compilation focuses on recent advances in the molecular and cellular understandingof neuromuscular biology, and the treatment of neuromuscular disease.These advances are at the forefront of modern molecular methodologies, oftenintegrating across wet-lab cell and tissue models, dry-lab computational approaches,and clinical studies. The continuing development and application ofmultiomics methods offer particular challenges and opportunities in the field,not least in the potential for personalized medicine.

Keywords

Research & information: general --- LMNA --- Emery–Dreifuss muscular dystrophy --- Omics --- ALS --- MND --- ALS variants --- genotype–phenotype --- ALS genes --- FSHD --- DUX4 --- transcription --- muscle --- regulation --- spinal muscular atrophy --- adult patients --- disease heterogeneity --- Nusinersen --- disease modifiers --- functional outcomes --- biomarkers --- epigenetic changes --- -omics approaches --- oxidative stress --- mitochondria dysfunction --- axonal transport --- autophagy --- endocytosis --- secretion --- excitotoxicity --- RNA metabolism --- Duchenne muscular dystrophy (DMD) --- exon-skipping therapies --- next-generation sequencing (NGS) --- Sanger sequencing --- multiplex ligation probe amplification (MLPA) --- multiplex polymerase chain reaction (PCR) --- comparative genomic hybridization array (CGH) --- viltolarsen --- eteplirsen --- golodirsen --- rheumatoid arthritis --- SNP --- DMARD --- methotrexate --- pharmacogenomics --- Duchenne muscular dystrophy --- pharmacodynamic biomarkers --- prednisone --- deflazacort --- glucocorticoids --- corticosteroids --- safety --- neuromuscular diseases --- translational research --- disease models --- precision medicine --- miRNA --- proteomics --- calprotectin --- dystrophy --- Becker muscular dystrophy --- dystrophinopathy --- genotype-phenotype correlations --- Canadian Neuromuscular Disease Registry --- reading frame rule --- dystrophin --- multiple logistic regression analysis --- exon skipping therapy --- Amyotrophic Lateral Sclerosis --- machine learning --- genome-wide association studies --- GWAS --- genomics --- ALS pathology --- gene prioritization --- AAV --- genetic neuromuscular disorders --- gene therapy --- clinical trials --- toxicity --- SMA --- DMD --- XLMTM --- facioscapulohumeral dystrophy --- TALEN --- CRISPR-Cas9 --- gene editing --- polyadenylation --- D4Z4 --- duchenne muscular dystrophy (DMD) --- becker muscular dystrophy (BMD) --- exon skipping --- skip-equivalent deletions --- n/a --- Emery-Dreifuss muscular dystrophy --- genotype-phenotype


Book
Understanding Neuromuscular Health and Disease: Advances in Genetics, Omics, and Molecular Function
Authors: ---
Year: 2021 Publisher: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute

Loading...
Export citation

Choose an application

Bookmark

Abstract

This compilation focuses on recent advances in the molecular and cellular understandingof neuromuscular biology, and the treatment of neuromuscular disease.These advances are at the forefront of modern molecular methodologies, oftenintegrating across wet-lab cell and tissue models, dry-lab computational approaches,and clinical studies. The continuing development and application ofmultiomics methods offer particular challenges and opportunities in the field,not least in the potential for personalized medicine.

Keywords

LMNA --- Emery–Dreifuss muscular dystrophy --- Omics --- ALS --- MND --- ALS variants --- genotype–phenotype --- ALS genes --- FSHD --- DUX4 --- transcription --- muscle --- regulation --- spinal muscular atrophy --- adult patients --- disease heterogeneity --- Nusinersen --- disease modifiers --- functional outcomes --- biomarkers --- epigenetic changes --- -omics approaches --- oxidative stress --- mitochondria dysfunction --- axonal transport --- autophagy --- endocytosis --- secretion --- excitotoxicity --- RNA metabolism --- Duchenne muscular dystrophy (DMD) --- exon-skipping therapies --- next-generation sequencing (NGS) --- Sanger sequencing --- multiplex ligation probe amplification (MLPA) --- multiplex polymerase chain reaction (PCR) --- comparative genomic hybridization array (CGH) --- viltolarsen --- eteplirsen --- golodirsen --- rheumatoid arthritis --- SNP --- DMARD --- methotrexate --- pharmacogenomics --- Duchenne muscular dystrophy --- pharmacodynamic biomarkers --- prednisone --- deflazacort --- glucocorticoids --- corticosteroids --- safety --- neuromuscular diseases --- translational research --- disease models --- precision medicine --- miRNA --- proteomics --- calprotectin --- dystrophy --- Becker muscular dystrophy --- dystrophinopathy --- genotype-phenotype correlations --- Canadian Neuromuscular Disease Registry --- reading frame rule --- dystrophin --- multiple logistic regression analysis --- exon skipping therapy --- Amyotrophic Lateral Sclerosis --- machine learning --- genome-wide association studies --- GWAS --- genomics --- ALS pathology --- gene prioritization --- AAV --- genetic neuromuscular disorders --- gene therapy --- clinical trials --- toxicity --- SMA --- DMD --- XLMTM --- facioscapulohumeral dystrophy --- TALEN --- CRISPR-Cas9 --- gene editing --- polyadenylation --- D4Z4 --- duchenne muscular dystrophy (DMD) --- becker muscular dystrophy (BMD) --- exon skipping --- skip-equivalent deletions --- n/a --- Emery-Dreifuss muscular dystrophy --- genotype-phenotype

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