ScholarGate
সহকারী

পদ্ধতির তুলনা করুন

নির্বাচিত পদ্ধতিগুলো পাশাপাশি পর্যালোচনা করুন; যে সারিগুলোয় পার্থক্য আছে সেগুলো চিহ্নিত করা হয়।

বহুমাত্রিক কোহর্ট গবেষণা×সার্ভাইভাল অ্যানালাইসিস×
ক্ষেত্রগবেষণা নকশাগবেষণা পরিসংখ্যান
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর1950s–1970s (cohort methods); multivariate extensions prominent from 1970s onward1958
প্রবর্তকEpidemiology and biostatistics tradition; advanced by Rothman, Breslow, and colleaguesEdward L. Kaplan and Paul Meier
ধরনObservational quantitative research designMethod
মৌলিক উৎসRothman, K. J., Greenland, S., & Lash, T. L. (2008). Modern Epidemiology (3rd ed.). Lippincott Williams & Wilkins. ISBN: 978-0781755641Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457–481. DOI ↗
অপর নামmultivariate cohort study, cohort study with multivariate analysis, multivariable cohort design, multivariate longitudinal cohortKaplan-Meier analysis, Cox regression, TTE analysis
সম্পর্কিত53
সারসংক্ষেপMultivariate cohort research follows a defined group of individuals forward in time, collecting data on multiple exposures, outcomes, and covariates simultaneously. By applying multivariate statistical models — such as Cox regression, mixed-effects models, or structural equation models — researchers can disentangle the independent contributions of several predictors to one or more outcomes while controlling for confounders. The design is widely used in epidemiology, public health, psychology, and social sciences.Survival analysis is a collection of statistical methods for modeling time from a defined starting point until an event of interest occurs (disease, recovery, death, equipment failure). Kaplan and Meier's nonparametric estimator (1958) and David Cox's proportional hazards model (1972) jointly enabled analysis of censored data—individuals whose event times are unknown because they left the study or were still event-free at follow-up. Indispensable in oncology, cardiology, infectious disease research, engineering reliability, and any field where time-to-event matters.
ScholarGateডেটাসেট
  1. v1
  2. 2 উৎস
  3. PUBLISHED
  1. v1
  2. 2 উৎস
  3. PUBLISHED

অনুসন্ধানে যান স্লাইড ডাউনলোড করুন

ScholarGateপদ্ধতির তুলনা করুন: Multivariate Cohort Research · Survival Analysis. 2026-06-19 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare