Projects found

Projects for sampling importance resampling (SIR):

1-2 of 2 shown.    
    
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  • DARTER (Diffusion Approximation Tools for Extinction Risk Estimation)

    This program allows one to walk through the steps required to conduct a population viability analysis, or PVA, using a population time time series. The model outputs probabilities of extinction as a function of time steps into the future, and importantly, gives confidence intervals for these probabilities.
    This tool has two major advantages over traditional PVA techniques:
    1) It uses a state-space Kalman filter that allows for both process and non-process error.
    So what's the big deal? --Functionally it filters the data, and allows a more accurate fit for population parameters of interest.
    2) It uses a Bayesian sampling-importance-resampling algorithm to fully address uncertainty in the parameter estimates given the data.
    So what's the big deal? -- Rather than developing a single function that describes the probability of population extinction through time, we can use the uncertainty in parameter estimates to develop 'probabilities of probabilities', or, the uncertainty surrounding the probability of extinction through time.
  • MixSIR

    MixSIR is a Bayesian isotope mixing model that incorporates uncertainty in the estimates of mix and source isotope values. The model also provides the opportunity to incorporate prior information for the proportional contribution of each source to the mix. The programs for this project are written in Matlab. I have provided the source files as well as an .exe file package so that those without Matlab can run the program. Collaborations and improvements are welcome! Prior to installing MixSIR you MUST download the (free) Matlab component runtime library and run it once on your machine. Note also that installing new versions of MixSIR will require a new download and installation of the component runtime library.

     

    ***** NOT WORKING ON YOUR NEW 64 BIT MACHINE?? *****

    -- You need to install this:

    http://www.microsoft.com/en-us/download/details.aspx?id=5638

    you're runnning a 32-bit compiled Matlab app on a 64-bit Windows machine, and it's not finding the 32-bit Visual C++ runtime it's linked against.  The Microsoft software "Microsoft Visual C++ 2005 SP1 Redistributable Package (x86)" will fix the problem. Cut and paste the link above to get the software fix!

     

Projects for sampling importance resampling (SIR):

1-2 of 2 shown.    
    
1  

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