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researcher

S. Kulathinal

6 papers hereh-index 171.4k citations89 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • math.ST2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedOptimal design of observational studies: overview and synthesis

4 citations · 6 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2025

Estimating Transition Rates in Two-State Non-Homogeneous Markov Jump Processes with Intermittent Observations: A Pseudo-Marginal McMC Approach via Honest Times

Dario Gasbarra, Sangita Kulathinal, Etienne Sebag

A possibly time-dependent transition intensity matrix or generator (Q(t)) characterizes the law of a Markov jump process (MP). For a time homogeneous MP, the transition probabili…

stat.ME2024

Efficiency gain in association studies based on population surveys by augmenting outcome data from the target population

Tommi Härkänen, Sangita Kulathinal, Arya Panthalanickal Vijayakumar

Routinely collected nation-wide registers contain socio-economic and health-related information from a large number of individuals. However, important information on lifestyle, bio…

stat.ME2020★ 1 cited

Estimation of marriage incidence rates by combining two cross-sectional retrospective designs: Event history analysis of two dependent processes

Sangita Kulathinal, Minna Säävälä, Kari Auranen +1

The aim of this work is to develop methods for studying the determinants of marriage incidence using marriage histories collected under two different types of retrospective cross-s…

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