Sökning: "Bayesian Weibull regression"

Hittade 2 uppsatser innehållade orden Bayesian Weibull regression.

1. 1. Combining scientific computing and machine learning techniques to model longitudinal outcomes in clinical trials.

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Harshavardhan Subramanian; [2021]
   Nyckelord :Bootstrap sampling; Cubic spline interpolation; Sparse regression; SINDy; Bayesian inference; Mechanistic Modeling; Scientific computing;

   Sammanfattning : Scientific machine learning (SciML) is a new branch of AI research at the edge of scientific computing (Sci) and machine learning (ML). It deals with efficient amalgamation of data-driven algorithms along with scientific computing to discover the dynamics of the time-evolving process. LÄS MER

3. 2. Survival analysis of gas turbine components

   Master-uppsats, Linköpings universitet/Statistik

   Författare :Alessandro Olivi; [2016]
   Nyckelord :Bayesian Weibull regression; failure modes; optimal replacement time; reliability; survival analysis;

   Sammanfattning : Survival analysis is applied on mechanical components installed in gas turbines. We use field experience data collected from repair inspection reports. These data are highly censored since the exact time-to-event is unknown. We only know that it lies before or after the repair inspection time. LÄS MER