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Quantitative methods in social research --- Mathematical statistics --- Regression analysis. --- Social sciences --- Regression analysis --- Logistic regression analysis --- Research --- Data processing
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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.
Logistic regression analysis. --- Quantitative methods in social research --- Mathematical statistics --- #SBIB:303H10 --- #SBIB:303H520 --- Methoden en technieken: algemene handboeken en reeksen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- #SBIB:303H12 --- Methoden en technieken: sociale wetenschappen --- Logarithms.
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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.
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
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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.
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
Choose an application
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.
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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