62 citations · 243 across the 29 of their papers we have counts for
4 papers · 1 filter
Optimal design of observational studies: overview and synthesis
Juha Karvanen, Jarno Vanhatalo, Kari Auranen +2
We review typical design problems encountered in the planning of observational studies and propose a unifying framework that allows us to use the same concepts and notation for dif…
Characterizing the generalized lambda distribution by L-moments
Juha Karvanen, Arto Nuutinen
The generalized lambda distribution (GLD) is a flexible four parameter distribution with many practical applications. L-moments of the GLD can be expressed in closed form and are g…
Efficient initial designs for binary response data
Juha Karvanen
In this paper we introduce a binary search algorithm that efficiently finds initial maximum likelihood estimates for sequential experiments where a binary response is modeled by a…
Approximate cost-efficient sequential designs for binary response models with application to switching measurements
Juha Karvanen
The efficiency of an experimental design is ultimately measured in terms of time and resources needed for the experiment. Optimal sequential (multi-stage) design is studied in the…