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    文件類型: .rar
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    發(fā)布日期: 2021-06-18
  • 語言: Matlab
  • 標簽: GTWR??matlab程序??

資源簡介

能夠?qū)崿F(xiàn)GTWR模型的系數(shù)求解,非平穩(wěn)性檢驗。通過matlab編程,導(dǎo)入工具箱實現(xiàn)。

資源截圖

代碼片段和文件信息

function?result?=?gwr_st(yxeastnorthtinfo);
%?PURPOSE:?compute?spatial?and?temporal?geographically?weighted?regression
%----------------------------------------------------
%?USAGE:?results?=?gwr_st(yxeastnorthinfo)
%?where:???y?=?dependent?variable?vector
%??????????x?=?explanatory?variable?matrix
%???????east?=?x-coordinates?in?space
%??????north?=?y-coordinates?in?space
%???????t=?time?coordinates
%???????info?=?a?structure?variable?with?fields:
%???????info.bwidth?=?scalar?bandwidth?to?use?or?zero?
%?????????????????????for?cross-validation?estimation?(default)
%???????info.bmin???=?minimum?bandwidth?to?use?in?CV?search
%???????info.bmax???=?maximum?bandwidth?to?use?in?CV?search
%?????????????????????defaults:?bmin?=?0.1?bmax?=?20?????????????????????????????????????????????
%???????info.dtype??=?‘gaussian‘????for?Gaussian?weighting?(default)
%???????????????????=?‘exponential‘?for?exponential?weighting
%???????????????????=?‘tricube‘?????for?tri-cube?weighting
%???????info.q??????=?q-nearest?neighbors?to?use?for?tri-cube?weights
%?????????????????????(default:?CV?estimated)??
%???????info.qmin???=?minimum?#?of?neighbors?to?use?in?CV?search
%???????info.qmax???=?maximum?#?of?neighbors?to?use?in?CV?search
%?????????????????????defaults:?qmin?=?nvar+2?qmax?=?4*nvar?????
%?---------------------------------------------------
%?RETURNS:?a?results?structure
%????????results.meth??=?‘gwr_st‘
%????????results.beta??=?bhat?matrix????(nobs?x?nvar)
%????????results.tstat?=?t-stats?matrix?(nobs?x?nvar)
%????????results.yhat??=?yhat
%????????results.resid?=?residuals
%????????results.sige??=?e‘e/(n-dof)?(nobs?x?1)
%????????results.nobs??=?nobs
%????????results.nvar??=?nvars
%????????results.bwidth??=?bandwidth?if?gaussian?or?exponential
%????????results.q???????=?q?nearest?neighbors?if?tri-cube
%????????results.dtype???=?input?string?for?Gaussian?exponential?weights
%????????results.iter????=?#?of?simplex?iterations?for?cv
%????????results.north?=?north?(y-coordinates)
%????????results.east??=?east??(x-coordinates)
%????????results.y?????=?y?data?vector
%---------------------------------------------------
%?See?also:?prtplt?prt_gwr?plt_gwr?to?print?and?plot?results
%---------------------------------------------------
%?References:?Brunsdon?Fotheringham?Charlton?(1996)
%?Geographical?Analysis?pp.?281-298
%---------------------------------------------------
%?NOTES:?uses?auxiliary?function?scoref?for?cross-validation
%---------------------------------------------------
%?written?by:?James?P.?LeSage?2/98
%?University?of?Toledo
%---------------------------------------------------
%?revised?by:?Bo?Huang?9/2008
%?The?Chinese?University?of?Hong?Kong
%?References:?Huang?Bo?(2010)?Geographically?and?Temporally?Weighted?Regression?for?Spatiotemporal?modeling?of?House?Prices.
%?International?Journal?of?Geographical?Information?Science?pp.?383-401.
%---------------------------------------------------
if?nargin?==?6?%?user?options
?if?~isstruct(info

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件??????34846??2010-06-28?16:04??GWRST_Package\example_data.mat

?????文件??????24269??2010-06-28?16:08??GWRST_Package\example_data_shenzhen.mat

?????文件???????3086??2010-06-28?16:16??GWRST_Package\gwr_st.m

?????文件???????1758??2010-06-17?13:51??GWRST_Package\gwr_st.p

?????文件????????388??2010-06-28?16:18??GWRST_Package\help.txt

?????文件????????855??2004-10-18?10:54??GWRST_Package\invpd.m

?????文件???????1103??2001-03-28?00:58??GWRST_Package\matmul.m

?????文件????????605??2010-06-14?16:22??GWRST_Package\ols.p

?????文件???????1917??2005-03-13?10:55??GWRST_Package\scoref.m

?????文件????????438??2010-06-14?16:17??GWRST_Package\scoref_t.p

?????文件???????1003??2000-06-06?12:54??GWRST_Package\stdn_pdf.m

?????目錄??????????0??2011-07-11?11:01??GWRST_Package

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????????????????70268????????????????????12


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