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This very popular textbook is now in its third edition. Whether students or working professionals, readers appreciate its unique "lecture book" format. They often say the book reads like they are listening to an outstanding lecturer. This edition includes three new chapters, an updated computer appendix, and an expanded section about modeling guidelines that consider causal diagrams. Like previous editions, this textbook provides a highly readable description of fundamental and more advanced concepts and methods of logistic regression. It is suitable for researchers and statisticians in medical and other life sciences as well as academicians teaching second-level regression methods courses. The new chapters are: • Additional Modeling Strategy Issues, including strategy with several exposures, screening variables, collinearity, influential observations and multiple-testing • Assessing Goodness to Fit for Logistic Regression • Assessing Discriminatory Performance of a Binary Logistic Model: ROC Curves The Computer Appendix provides step-by-step instructions for using STATA (version 10.0), SAS (version 9.2), and SPSS (version 16) for procedures described in the main text. David Kleinbaum is Professor of Epidemiology at Emory University Rollins School of Public Health in Atlanta, Georgia. Dr. Kleinbaum is internationally known for his innovative textbooks and teaching on epidemiological methods, multiple linear regression, logistic regression, and survival analysis. He has taught more than 200 courses worldwide. The recipient of numerous teaching awards, he received the first Association of Schools of Public Health Pfizer Award for Distinguished Career Teaching in 2005. Mitchel Klein is Research Assistant Professor with a joint appointment in the Environmental and Occupational Health Department and the Epidemiology Department at Emory University Rollins School of Public Health. He has successfully designed and taught epidemiologic methods physicians at Emory’s Master of Science in Clinical Research Program. Dr. Klein is co-author with Dr. Kleinbaum of the second edition of Survival Analysis-A Self-Learning Text.

Electronic books. -- local. --- Logistic regression analysis -- Textbooks. --- Medicine --- Regression analysis --- Logistic distribution --- Models, Theoretical --- Statistics as Topic --- Epidemiologic Measurements --- Epidemiologic Methods --- Investigative Techniques --- Health Care Evaluation Mechanisms --- Public Health --- Biometry --- Models, Statistical --- Regression Analysis --- Quality of Health Care --- Environment and Public Health --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Health Care Quality, Access, and Evaluation --- Health Care --- Mathematics --- Physical Sciences & Mathematics --- Health & Biological Sciences --- Medical Research --- Mathematical Statistics --- Research --- Statistical methods --- Logistic regression analysis --- Statistics. --- Epidemiology. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law. --- Statistics for Social Science, Behavioral Science, Education, Public Policy, and Law. --- Diseases --- Public health --- Statistical analysis --- Statistical data --- Statistical science --- Econometrics --- Statistics for Social Sciences, Humanities, Law. --- Regression analysis. --- Logistic distribution. --- Statistical methods. --- Distribution (Probability theory) --- Analysis, Regression --- Linear regression --- Regression modeling --- Multivariate analysis --- Structural equation modeling --- Health Workforce --- Statistics .

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This collection of articles provides an overview of the current and future methods for applying a personalized medicine approach to the diagnosis, management, and treatment of autism spectrum disorder.

fecal metabolites --- ASD --- microbiome --- gastrointestinal symptoms --- Fisher Discriminant Analysis --- digital biomarkers --- wearables --- time series analysis --- autism --- social dyads --- socio-motor parameters --- network connectivity --- non-linear complex dynamics --- stochastic analysis --- autism spectrum disorders --- copy number variants --- females --- Array-Comparative Genomic Hybridization (Array-CGH) --- autism spectrum disorder --- Ehlers-Danlos syndrome --- hypermobility spectrum disorders --- autonomic disorder --- mast cell activation syndrome --- genetic testing --- chromosomal microarray analysis --- whole exome sequencing --- whole genome sequencing --- clinical utility --- polygenic risk scores --- Temple Grandin --- biomarker --- omics --- precision medicine --- proteomics --- transcriptomics --- epigenetics --- metabolomics --- patient stratification --- mitochondria --- oxidative stress --- prenatal environment --- immune dysfunction --- immunoglobulin G --- intravenous immunoglobulin --- energy metabolism --- fatty acid oxidation --- acyl-carnitines --- resveratrol --- integrative --- model --- concomitant --- condition --- disorder --- autism spectrum disorder (ASD) --- genomics --- personalized treatment strategy --- single nucleotide polymorphisms --- clinical decision support tool --- ADHD --- PANDAS --- OCD --- anxiety --- folate receptor alpha --- folates --- pregnancy --- brain development --- fetal development --- cobalamin --- glutathione --- methylation --- methylcobalamin --- redox metabolism --- locked-in network syndrome --- resting-state functional magnetic resonance imaging --- temporal lobe epilepsy --- amygdala --- brain --- COVID-19 --- children --- cytokines --- flavonoids --- inflammation --- luteolin --- mast cells --- microglia --- SARS-CoV-2 --- stress --- nutraceuticals --- survey --- vitamins --- minerals --- B12 --- folinic acid --- quality of life --- parents --- intervention --- systematic review --- medical claims --- logistic regression analysis --- retrospective analysis --- associated risk --- monoamine neurotransmitters --- neurotransmitter deficiency --- cerebral folate deficiency --- folate receptor alpha autoantibodies --- leucovorin --- α-amylase --- cortisol --- heart rate variability --- neuromodulation --- sleep anxiety --- transdermal electrical neuromodulation --- neurostimulation --- n/a

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Next year (2018), we will be celebrating the 15th anniversary of the International Journal of Environmental Research and Public Health—IJERPH (ISSN 1660-4601). Hence, we are currently organizing a Special Issue to commemorate this important milestone. Founded in 2004, IJERPH has experienced a tremendous growth in terms of the number and quality of scientific publications. With a 2016 impact factor of 2.101, IJERPH now ranks among the top international journals in the emerging field of environmental research and public health. As described on our website (https://www.mdpi.com/journal/ijerph), IJERPH is a peer-reviewed journal that focuses on the publication of scientific and technical information on the impacts of natural phenomena and anthropogenic factors on the quality of our environment, the interrelationships between environmental health and the quality of life, as well as the socio-cultural, political, economic, and legal considerations related to environmental stewardship and public health. Its primary areas of research interests include: Gene-environment interactions Environmental genomics and proteomics Environmental toxicology, mutagenesis and carcinogenesis Environmental epidemiology and disease control Health risk assessment and management Ecotoxicology, and ecological risk assessment and management Natural resources damage assessment Environmental chemistry and computational modeling Environmental policy and management Environmental engineering and biotechnology Emerging issues in environmental health and diseases Environmental education and public health To help celebrate the 15th anniversary, you are kindly invited to submit original articles, critical reviews, research notes, and short communications on any of the above-listed topics. Please also encourage any of our colleagues who may be interested to submit manuscripts. We expect that this issue will attract considerable attention, as we prepare to celebrate the excellent scientific contributions and socio-economic impacts of IJERPH over the past 15 years.

transportation noise --- MTNR1B gene --- rs10830963 --- diabetes --- glycosylated hemoglobin --- circadian sleep-wake cycle --- gene-environment interactions --- adults --- cohort study --- metal mobility --- soil flushing --- soil reclamation --- agricultural soil --- EDDS deficiency --- child sexual abuse --- adolescents --- girls --- boys --- gender differences --- legal proceedings --- child-friendly justice --- prevention --- cervical Arabin pessary --- cerclage --- second trimester of pregnancy --- sepiolite --- adsorption --- potentially toxic elements --- modification --- regeneration --- Xiangjiang River --- air pollution --- neighborhood deprivation index --- preterm birth --- spatial approach --- participatory research --- second hand smoking --- communication media --- vulnerable populations --- migrants --- health care research --- quality assurance --- hospital management --- health inequities --- environmental vulnerability --- multi-criteria spatial analysis --- risk management tool --- hazardous substance --- road accidents --- online hate --- hate speech --- bystander --- perpetrator --- online disinhibition --- online discrimination --- cyber aggression --- Bothrops lanceolatus --- envenomation --- snakebite --- bacteria --- infection --- antibiotic susceptibility --- ADL --- disability --- health --- home --- usability --- parenting desire --- lesbian --- gay --- minority stress --- mediation --- demographic factor --- EQ-5D --- health-related quality of life --- depression --- family planning --- Bayesian --- spatial --- RDHS --- Rwanda --- suicide --- premature mortality --- young men --- Greenland --- Denmark --- head injury --- incidence --- national health insurance --- population-based study --- mortality --- traumatic brain injury --- polycystic ovary syndrome --- self-efficacy --- optimism --- acceptance of illness --- September 11 terrorist attacks --- pilot aircraft-assisted suicide --- copycat effect --- obesity --- endoscopy --- Helicobacter pylori --- BMI --- Saudi patients --- urban lake --- comprehensive nutrition status Index --- heavy metals --- health risk --- fuzzy comprehensive method --- physical fitness --- Mediterranean diet --- body composition --- dementia --- health services --- resource utilization --- dementia care --- informal care --- formal care --- cognitive disorder --- physical activity in pregnancy --- PPAQ --- quality of life --- WHOQoL-Bref --- pregnant women --- food availability --- eating away from home --- household food spending --- trace elements --- concentration --- microwave digester --- Wuhan --- soil contamination --- ecological risk --- tuberculosis --- screening for tuberculosis --- public health --- immigrants --- health impact assessments --- premature death --- equity impact --- health impact --- reduction of air pollution --- environmental inequalities --- spatial analysis --- small area --- AirQ --- traffic congestion --- activity-travel patterns --- real-time traffic data --- the uncertain geographic context problem (UGCoP) --- the neighborhood effect averaging problem (NEAP) --- evaluation --- method --- policy --- strategy --- social --- trend --- winter tourism --- climate change --- snow abundance index --- meteorological suitability index --- copula function --- spatial suitability assessment --- oral surgery --- oral medicine --- leucoplakia --- hyperkeratosis --- laser --- electronic waste --- informal recycling --- PBDEs --- soil --- dust --- Nigeria --- aerobic capacity --- attrition --- change-of-direction speed --- deputy sheriff --- graduation --- high-intensity running --- police --- strength endurance --- tactical --- roadside exposure --- inflammation biomarker --- Nepal --- PM2.5 --- oily sludge --- incineration --- kinetic --- modeling --- differential/integral method --- engineering --- curriculum proposals --- arbuscular mycorrhizal fungi --- global change --- grassland ecosystem --- stoichiometry --- phosphorus limitation --- unsafe behavior --- targeted intervention --- coal miners --- safety management --- bioaerosols --- influenza virus --- ferret animal model --- aerosol chamber --- dengue fever --- Aedes albopictus --- living environment --- logistic regression analysis --- China --- human capital --- multilevel linear regression --- self-rated mental health --- social capital --- groundwater --- iron and manganese removal --- biofilter --- food contamination --- gastrointestinal diseases --- morbidity --- deep neural networks --- evolutionary learning --- health literacy --- adolescent health --- Mexico --- health disparities --- motivation --- videogaming --- psychopathology --- adverse childhood experiences (ACEs) --- Hungarian representative adult sample --- opinion poll --- ACE Score Calculator --- influenza vaccination --- pneumonia --- population-based case-control study --- adolescent --- risk factors --- psychosocial --- socio-environmental --- behavior --- United States --- Latinos --- physical education --- social and emotional learning --- sport education model --- subjective well-being --- trait emotional intelligence --- social anxiety