{"id":236,"date":"2010-09-16T10:12:21","date_gmt":"2010-09-16T08:12:21","guid":{"rendered":"http:\/\/astronomy.lamost.org\/blog\/?page_id=236"},"modified":"2015-10-07T15:28:36","modified_gmt":"2015-10-07T13:28:36","slug":"%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90","status":"publish","type":"page","link":"http:\/\/astronomy.lamost.org\/blog\/?page_id=236","title":{"rendered":"\u6570\u636e\u5206\u6790"},"content":{"rendered":"<h2>Books<\/h2>\n<p><a href=\"http:\/\/www.astro.ubc.ca\/people\/jvw\/ASTROSTATS\/\" target=\"_blank\">Practical Statistics for Astronomers<\/a><\/p>\n<p><a href=\"http:\/\/ebooks.cambridge.org\/ebook.jsf?bid=CBO9781139015653\" target=\"_blank\">Modern Statistical Methods for Astronomy With R Applications<\/a><\/p>\n<p><span id=\"btAsinTitle\">Data Analysis: A Bayesian Tutorial<\/span><\/p>\n<p><a href=\"http:\/\/www.phas.ubc.ca\/~gregory\/gregory.html\" target=\"_blank\">Bayesian Logical Data Analysis for the Physical Sciences<\/a><\/p>\n<p><a href=\"http:\/\/omega.albany.edu:8008\/JaynesBook.html\" target=\"_blank\"><span id=\"btAsinTitle\">Probability Theory: The Logic of Science<\/span><\/a><\/p>\n<p><a href=\"http:\/\/www.nr.com\/\" target=\"_blank\">Numerical Recipes<\/a><\/p>\n<h2>Fitting<\/h2>\n<ul>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1008.4686\">Data analysis recipes: Fitting a model to data<\/a><\/li>\n<\/ul>\n<h2><span style=\"color: #000000;\">Error estimation<\/span><\/h2>\n<ul>\n<li><a href=\"http:\/\/arxiv.org\/abs\/1009.2755\" target=\"_blank\">Error estimation in astronomy: A guide<\/a><\/li>\n<\/ul>\n<h2>Parameter\u00a0estimation<\/h2>\n<ul>\n<li><a href=\"http:\/\/arxiv.org\/abs\/0903.4210\">Statistical methods for cosmological parameter selection and estimation<\/a><\/li>\n<\/ul>\n<h2>lectures<\/h2>\n<ul>\n<li><a href=\"http:\/\/astrostatistics.psu.edu\/su11scma5\/su11.html\">Statistical Challenges in Modern Astronomy<\/a><\/li>\n<\/ul>\n<h2>Parameter\u00a0estimation error<\/h2>\n<h2>(How well the experiment will perform?)<\/h2>\n<ul>\n<li>Fisher matrix<\/li>\n<\/ul>\n<ol>\n<li><a href=\"http:\/\/adsabs.harvard.edu\/abs\/1997ApJ...480...22T\" target=\"_blank\">cosmology<\/a><\/li>\n<\/ol>\n<h2>Multidimention data:<\/h2>\n<ul>\n<li>parameter (density) estimation\n<ul>\n<li>\u00a0https:\/\/github.com\/reedessick\/postviz<\/li>\n<li>www.vicos.si\/Research\/Multivariate_Online_Kernel_Density_Estimation<\/li>\n<li>https:\/\/github.com\/dfm\/corner.py<\/li>\n<li>Glue is a Python library to explore relationships within and among related datasets.\u00a0 (http:\/\/www.glueviz.org\/en\/stable\/)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Books Practical Statistics for Astronomers Modern Stati&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"footnotes":""},"class_list":["post-236","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/pages\/236","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=236"}],"version-history":[{"count":24,"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/pages\/236\/revisions"}],"predecessor-version":[{"id":604,"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=\/wp\/v2\/pages\/236\/revisions\/604"}],"wp:attachment":[{"href":"http:\/\/astronomy.lamost.org\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}