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Matlab 估計(jì)資本資產(chǎn)定價(jià)模型 金融行業(yè)
代碼片段和文件信息
%%?如何估計(jì)資本資產(chǎn)定價(jià)模型
%?Wind接口提取數(shù)據(jù)過(guò)程-------------------------------------
w=windmatlab;
AssetTicker?=?{‘600000.SH‘‘600476.SH‘‘600468.SH‘};
MarkertTicker?=?{‘000001.SH‘};
%無(wú)風(fēng)險(xiǎn)利率?上海銀行同業(yè)拆借利率。八家銀行的報(bào)價(jià)平均
CashTicker?=?{‘SHIBORON.IR‘}?;
StartDate?=?‘2010-10-15‘;?EndDate?=?today;
AssetClosePrice??=?w.wsd(AssetTicker‘close‘?StartDate?EndDate);
MarketClosePrice??=?w.wsd(MarkertTicker‘close‘?StartDate?EndDate);
CashClosePrice??=?w.wsd(CashTicker‘close‘?StartDate?EndDate);
%??數(shù)據(jù)預(yù)處理-------------------------------------------------------
AssetCloseReturn?=?price2ret(AssetClosePrice);
MarketCloseReturn?=?price2ret(MarketClosePrice);
CashCloseReturn?=?price2ret(CashClosePrice);
%回歸過(guò)程--------------------------------------------------------
i?=1;
Y?=?MarketCloseReturn(:i)?-?CashCloseReturn;?
X?=?[ones(length(MarketCloseReturn)1)?MarketCloseReturn?-?CashCloseReturn?];
bls?=?regress(YX)?;??%普通最小二乘法?
brob?=?robustfit(X(:2:end)?Y?);??%穩(wěn)健性回歸。含義:廣義最小二乘法,考慮極端值問(wèn)題,
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