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日本代购-Pythonで動かして学ぶ!あたらしいベイズ統計の教科書[本/雑誌] / かくあき/著
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日本代购-ご注文前に必ずご確認ください＜商品説明＞ベイズ統計の基礎知識からベイズ統計モデリングまで、Pythonのプログラムをもとにわかりやすく解説した書籍です。前半ではベイズ統計の理解に必要な確率の説明からはじまり、ベイズ統計学、ベイズの定理、ベイズ推定の基本事項をわかりやすく解説。後半では線形モデルを例題として、MCMC法を用いたモデルの推定方法について解説します。＜収録内容＞第1章 開発環境の準備第2章 Pythonプログラミングの基本第3章 確率の基本第4章 ベイズの定理とベイズ推定第5章 確率関数第6章 事後分布の推定方法第7章 MCMC法の概要と診断情報第8章 線形モデルの回帰分析第9章 一般化線形モデルのベイズ推定＜商品詳細＞商品番号：NEOBK-2643144Kaku Aki / Cho / Python De Ugokashite Manabu! Atarashi Bayes Tokei No Kyokashoメディア：本/雑誌重量：340g発売日：2021/08JAN：9784798168647Pythonで動かして学ぶ!あたらしいベイズ統計の教科書[本/雑誌] / かくあき/著2021/08発売
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Process: 0.197s ( Load:0.012s Init:0.020s Exec:0.160s Template:0.005s ) | DB :22 queries 0 writes | Cache :5 gets 2 writes | UseMem:26,635 kb
页面Trace信息
当前页面 : /index.php/Rakuten/ShopView/id/neowing-r:14145310.html
请求方法 : GET
通信协议 : HTTP/1.1
请求时间 : 2025-09-02 23:09:46
用户代理 : Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)
会话ID : heu1eq8ocotevf4akvo22icrk1
运行数据 : Process: 0.197s ( Load:0.012s Init:0.020s Exec:0.160s Template:0.005s ) | DB :22 queries 0 writes | Cache :5 gets 2 writes | UseMem:26,635 kb
输出编码 :
加载类库 : 33
模板编译 : 重新编译
SQL记录 : 22条SQL
[ 25-09-02 23:09:48 ] RunTime:0.000639s SQL = SHOW COLUMNS FROM bio_yahooid
[ 25-09-02 23:09:48 ] RunTime:0.001085s SQL = SHOW COLUMNS FROM bio_agent
[ 25-09-02 23:09:48 ] RunTime:0.000383s SQL = SELECT * FROM bio_agent WHERE ( `isViews` = 1 ) AND ( `domain` LIKE '%test.ripai.com' )
[ 25-09-02 23:09:48 ] RunTime:0.000269s SQL = SELECT * FROM bio_agent WHERE ( `domain` = 'www.jp-daigou.com' )
[ 25-09-02 23:09:48 ] RunTime:0.000400s SQL = select * from bio_siteparams where FIND_IN_SET('081',AgentID)
[ 25-09-02 23:09:48 ] RunTime:0.000391s SQL = SHOW COLUMNS FROM bio_point
[ 25-09-02 23:09:48 ] RunTime:0.001781s SQL = SHOW COLUMNS FROM bio_user
[ 25-09-02 23:09:48 ] RunTime:0.000727s SQL = SELECT * FROM bio_goods WHERE `isView` = 1 and gType<=3 ORDER BY created DESC LIMIT 15
[ 25-09-02 23:09:48 ] RunTime:0.000456s SQL = SHOW COLUMNS FROM bio_syscolumn
[ 25-09-02 23:09:48 ] RunTime:0.000288s SQL = SELECT * FROM bio_syscolumn WHERE ( `column_leftid` = 17 ) AND ( `column_open` = 1 ) ORDER BY column_order asc
[ 25-09-02 23:09:48 ] RunTime:0.000347s SQL = SELECT * FROM bio_syscolumn WHERE ( `column_leftid` = '19' ) AND ( `column_open` = 1 ) ORDER BY column_order asc
[ 25-09-02 23:09:48 ] RunTime:0.000375s SQL = SELECT * FROM bio_syscolumn WHERE ( `column_leftid` = '89' ) AND ( `column_open` = 1 ) ORDER BY column_order asc
[ 25-09-02 23:09:48 ] RunTime:0.000317s SQL = SELECT * FROM bio_syscolumn WHERE ( `column_leftid` = '20' ) AND ( `column_open` = 1 ) ORDER BY column_order asc
[ 25-09-02 23:09:48 ] RunTime:0.000259s SQL = SELECT * FROM bio_syscolumn WHERE ( `column_leftid` = '18' ) AND ( `column_open` = 1 ) ORDER BY column_order asc
[ 25-09-02 23:09:48 ] RunTime:0.000445s SQL = SHOW COLUMNS FROM bio_rakutencategory
[ 25-09-02 23:09:48 ] RunTime:0.000234s SQL = SELECT * FROM bio_rakutencategory WHERE id=209118
[ 25-09-02 23:09:48 ] RunTime:0.000219s SQL = SELECT p.id,p.name_cn FROM bio_rakutencategory p LEFT JOIN bio_rakutencategory c on c.parentid=p.id WHERE c.id=209118
[ 25-09-02 23:09:48 ] RunTime:0.000200s SQL = SELECT p.id,p.name_cn FROM bio_rakutencategory p LEFT JOIN bio_rakutencategory c on c.parentid=p.id WHERE c.id=101287
[ 25-09-02 23:09:48 ] RunTime:0.000190s SQL = SELECT p.id,p.name_cn FROM bio_rakutencategory p LEFT JOIN bio_rakutencategory c on c.parentid=p.id WHERE c.id=200162
[ 25-09-02 23:09:48 ] RunTime:0.000281s SQL = SELECT * FROM bio_rakutencategory WHERE parentid=209118
[ 25-09-02 23:09:48 ] RunTime:0.000422s SQL = SHOW COLUMNS FROM bio_rate
[ 25-09-02 23:09:48 ] RunTime:0.000186s SQL = SELECT * FROM bio_rate WHERE ( `type` = 'RMB->JPY' ) ORDER BY date desc LIMIT 1
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[ 25-09-02 23:09:48 ] 注意：[8] A session had already been started - ignoring session_start() App.class.php 第 115 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated apiExecuter.php 第 253 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated apiExecuter.php 第 284 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated getApiData.php 第 125 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated getApiData.php 第 134 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated getApiData.php 第 499 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Request.php 第 412 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Request.php 第 736 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Request.php 第 749 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Request.php 第 794 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Redefining already defined constructor for class Net_URL URL.php 第 122 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Unserializer.php 第 691 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Unserializer.php 第 693 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Unserializer.php 第 852 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Redefining already defined constructor for class XML_Parser Parser.php 第 206 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Parser.php 第 576 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Declaration of XML_Parser::raiseError() should be compatible with that of PEAR::raiseError() Parser.php 第 634 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: openid BaseAction.class.php 第 72 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: Debug BaseAction.class.php 第 174 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: uid BaseAction.class.php 第 209 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Client.php 第 179 行.
[ 25-09-02 23:09:48 ] 注意：[8192] Assigning the return value of new by reference is deprecated Client.php 第 228 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined offset: 11 BaseAction.class.php 第 349 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: agentId common_inc.php 第 3135 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe forbidcates.php 第 108 行.
[ 25-09-02 23:09:48 ] 注意：[2] shuffle() expects parameter 1 to be array, boolean given BaseAction.class.php 第 418 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined property: RakutenApiExecuter::$ApiDataWorker RakutenApiExecuter.php 第 346 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: appid getApiData.php 第 417 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe getApiData.php 第 436 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe getApiData.php 第 447 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugYourMa getApiData.php 第 450 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe getApiData.php 第 468 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe getApiData.php 第 481 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: options Unserializer.php 第 448 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context getApiData.php 第 503 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context getApiData.php 第 509 行.
[ 25-09-02 23:09:48 ] 注意：[2048] Non-static method PEAR::isError() should not be called statically, assuming $this from incompatible context RakutenAction.class.php 第 595 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe RakutenAction.class.php 第 607 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: categoryPath RakutenCategoryGetter.class.php 第 55 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: _imgserver YahooAction.class.php 第 1014 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: _imgserver YahooAction.class.php 第 1014 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: descpre RakutenAction.class.php 第 645 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: agentId common_inc.php 第 3135 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: isDebugMe forbidcates.php 第 108 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: type_ BaseAction.class.php 第 649 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: showmiddleOfIndex bf17f8f5a76a9d7e9186c4c573d8f8fc.php 第 2 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: meta_keyword 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 7 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 42 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: U 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 59 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 97 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 121 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: keyword 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 134 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 150 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 201 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: category 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 278 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: so 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 280 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: dr 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 281 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: keyword 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 286 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: shopcode 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 296 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: minPrice 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 300 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: maxPrice 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 301 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 453 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: category 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 454 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: so 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 456 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: dr 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 457 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: keyword 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 462 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 463 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: Act 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 464 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: sellerID 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 476 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: store 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 486 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: store 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 489 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: store 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 492 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: item_status 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 503 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: item_status 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 506 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: item_status 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 509 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: wrappingicon 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 520 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: buynow 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 523 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: thumbnail 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 525 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: urlpre 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: chkjp 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: urlpre 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: chkjp 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: urlpre 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: chkjp 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: urlpre 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: chkjp 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: urlpre 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: chkjp 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 536 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: aucminprice 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 537 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined index: aucmaxprice 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 538 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: isindex 7e3578d85670e1bc8aad2b48d2c6a90d.php 第 577 行.
[ 25-09-02 23:09:48 ] 注意：[8] Undefined variable: url 97ae39e43927d85ac9989230a15609a2.php 第 4 行.