My Study
 

COMP6702

eScience Project IV 

18 units research project

 

Home

1. Reports

  •  Literature repot for COMP6720 for Bayesian Network could be found here.
  •  Progress report for Summer Scholar Session (11/2006 ~ 1/2007) about demography studies could be found here.
  •  Recent thesis draft for COMP6702 could be found here.

 2. Codes

  • MATLAB Codes
  • FILENAME FUNCTIONALITIES
    CanberraTFR.m fitting the time series function f2(t) using time series fitting function fitting.m
    ACTASFR.m

    fitting functions: g1, g2, ..., g6 and then find the reverse function roots (valid roots)

    ACTtfrtoXXXtfr.m

    (use Florey as an example)

    fitting the relationship function f3 for selected SLAs, here "XXX" means the names of the SLAs. We just provide the case for Florey as an example
    XXXASFR.m calculate the ASFRs for SLAs, this function has been integrated into ACTtfrtoXXXtfr.m
    CanberraASDR.m fitting the time series functions for ACT ASDRs: males and females
    LSSEforNM.m find the least squared error values for Net-Migrant series
    clustering.m clustering step of HMM-Bin using K-Means algorithm
    HMMClass1.m training step of HMM-Bin for Class 1, the training algorithms are implemented by Kevin Murphy's HMM MATLAB toolbox, the same as HMMclass2.m
    HMMClass2.m training step of HMM-Bin for Class 2
    HMMAll.m training step of HMM-Bin for All SLAs as a whole class
    fittingObservations.m fitting the relationship between centroid sequences and ACT future projections by ABS
    findpath1.m find future hidden state path for Class 1, this function has been integrated into HMMClass1.m
    findpath2.m find future hidden state path for Class 2, this function has been integrated into HMMClass2.m
    HMM1Exceptions.m find the exceptions for coverage of Class 1, it is quite similar with HMMallExceptions.m given below
    HMM2Exceptions.m find the exceptions for coverage of  Class 2, it is quite similar with HMMallExceptions.m given below
    HMMallExceptions.m find the exceptions for coverage of All SLAs as a whole Class
    ComparisonCCvsABS.m compare results of CC-Bin and ABS true values, there are a lot of comparisons, take Florey's case as an example
    ComparisonHMMvsABS.m compare results of HMM-Bin and ABS true values, there are a lot of comparisons, take Florey's case as an example
    ComparisonCCvsHMM.m compare results of CC-Bin and HMM-Bin, there are a lot of comparisons, take Florey's case as an example

 

  • MS Excel Calculation Templates
  • FILENAME FUNCTIONALITIES
    NM.xls template to calculate Net-Migrant series from 1994 to 2000, there are a lot of applications to SLAs, take Florey as an example: FloreyMigrations.xls
    CC-Bin1.xls  template for population projections using CC-Bin with MEDIANS as Net-Migrants, there are a lot of applications to SLAs, take Florey as an example: FloreyPPusingCCModel1.xls
    CC-Bin2.xls  template for population projections using CC-Bin with MEANS as Net-Migrants, there are a lot of applications to SLAs, take Florey as an example: FloreyPPusingCCModel2.xls
    HMMProjections.xls

    get the absolute population sizes given the changing ratios produced by HMM-Bin, there are three components for each class, take class 1 as an example:

    HMM.vs.ABSClass1HMMHigh.xls, HMM.vs.ABSClass1HMMMean.xls and HMM.vs.ABSClass1HMMLow.xls