Re: [問題] 請問有這種問題的蒙地卡羅模擬方法嗎

看板Statistics作者 (偶素米蟲)時間17年前 (2009/03/07 20:29), 編輯推噓0(000)
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※ 引述《clickhere (clickhere)》之銘言: : ※ 引述《Jordan23 (ShihChung Chuang)》之銘言: : : 以上的想法沒什麼太大的問題, : : 但是效率可能非常差. : : Brownian bridge的方法確實可以讓模擬有效率, : : 但前提是你可以計算出 S(i)|S(j),S(k) j<i<k的分布. : The idea is correct. I don't know what Brownian Bridge is. : An efficient way may like the following. : You can try log(S(t)) = log(S(t-1)) + N(0, 0.2). : This may suggest to try an autoregression to get the distribution : of log(S(t)) , and simulation directly from them independently. Following the comment by clickhere, you may derive the joint distribution of (log S(0), log S(1), log S(2) ) and the conditional distribution of ( log S(0), log S(1) ) given log S(2). Then try to figure out the distribution of the order statistics of ( log S(0), log S(1) ) conditional on log S(2). If you can do this, you should be able to generalize the result to the setting described in your message. ※ 編輯: bmka 來自: 71.126.187.93 (03/07 20:34)
文章代碼(AID): #19icYoAG (Statistics)
文章代碼(AID): #19icYoAG (Statistics)