https://wiki.inkit.cc/ Wed, 15 Apr 2026 14:06:48 +0000 FeedCreator 1.8 https://wiki.inkit.cc/_media/logo.svg https://wiki.inkit.cc/ https://wiki.inkit.cc/stat:1baseknow?rev=1680631342&do=diff 基本概念 Statistical Thinking for the 21st Century<https://statsthinking21.org/> <https://github.com/statsthinking21/statsthinking21-core> 《线性代数与数据学习》(Linear Algebra and Learning from Data)<http://math.mit.edu/~gs/learningfromdata/> 名词 诸多用法详解：<http://www.graphpad.com/guides/prism/6/statistics/index.htm> 平均值中位数四分位数标准差标准误离均差残差随机总体正态分布 anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:2datacleaning?rev=1680631342&do=diff 数据整理 相加模型交互作用 特征工程总结<https://zhuanlan.zhihu.com/p/40231966> <https://www.zhihu.com/question/28641663/answer/110165221> <https://zhuanlan.zhihu.com/p/51131210> <https://zhuanlan.zhihu.com/p/62773597> 异常值处理 Exceptional Data | Outlier rejection | Anomaly detection | outlier detection <http://eprints.whiterose.ac.uk/767/1/hodgevj4.pdf> 名称 英文 条件 简要说明 anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:3descntests?rev=1680631342&do=diff 描述与假设检验 "在线运行R:<https://rdrr.io/snippets/> R入门教程 <https://repl.it/languages/rlang> R 基础R常用代码 <https://rstudio.cloud/projects>" "Scipy.stats:<https://docs.scipy.org/doc/scipy/reference/stats.html> statsmodels:<http://www.statsmodels.org/stable/py-modindex.html> DataFrame:<http://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html#pandas.DataFrame> sklearn:<http://scikit-learn.org/stable/modules/classes.html#module-sklearn.linear_model> Matplotlib subplot ax: <https://matplotl… anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:4regs?rev=1680631342&do=diff 回归及其他方法 书籍 《机器学习那些事》 A Few Useful Things to Know about Machine Learning <https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf> 《统计学习方法》李航 Python实现代码<https://github.com/fengdu78/lihang-code> 《迁移学习简明手册》：<https://github.com/jindongwang/transferlearning-tutorial> 《神经网络与深度学习》<https://nndl.github.io/> 《面向机器学习的特征工程》 anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:bioinform?rev=1691374909&do=diff Bioinformatic Database Title Site Note GEO <https://www.ncbi.nlm.nih.gov/geo/> Genbank anonymous@undisclosed.example.com (Anonymous) Mon, 07 Aug 2023 02:21:49 +0000 https://wiki.inkit.cc/stat:dictofstat?rev=1680631342&do=diff 统计词典 Descriptive "Statistic "Median Variance" Statistical inference Statistical power Robust statistics " "Parametric statistics" "Nonparametric statistics Method! "Data envelopment analysis Nonparametric regression" " "Multivariate analysis "Multivariate statistics" " Sampling "Sampling "Resampling "Jack knife resampling Bootstrapping" Cross Validation " " "Monte Carlo Method Monte Carlo Algorithm" List of statistics articles Model "Statistical classification" "Machin… anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:eulv?rev=1680631342&do=diff 评价指标 ML benchmarks <https://github.com/szilard/benchm-ml> F1-score Youden Index AIC BIC 回归评价 <https://blog.csdn.net/skullFang/article/details/79107127> 均方误差（MSE） 用 真实值-预测值 然后平方之后求和平均。 均方根误差（RMSE） RMSE（Root Mean Squard Error）均方根误差。 MAE(平均绝对误差) anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:gennormdist?rev=1689788084&do=diff 正态分布 漫谈正态分布的生成-王夜笙 <https://cosx.org/2015/06/generating-normal-distr-variates> anonymous@undisclosed.example.com (Anonymous) Wed, 19 Jul 2023 17:34:44 +0000 https://wiki.inkit.cc/stat:mining?rev=1680631342&do=diff 数据挖掘 在线课程：edX Coursera 教程 <http://statweb.stanford.edu/~tibs/ElemStatLearn/> R语言 <http://www.rdatamining.com/> Gephi 教程：<https://www.udemy.com/gephi/> 算法 SMOTE anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:plot?rev=1680631342&do=diff 统计图 "Matplotlib subplot ax: <https://matplotlib.org/api/axes_api.html> Seaborn <https://seaborn.pydata.org/api.html> py-Bokeh作图包:<http://bokeh.pydata.org/en/latest/docs/user_guide.html> Python ROC 5-fold: <https://www.kaggle.com/kanncaa1/roc-curve-with-k-fold-cv> R与Python的ROC 箱形图 Box-plot 说明 Draw a Radar Chart with Python in a Simple Way<https://www.kaggle.com/typewind/draw-a-radar-chart-with-python-in-a-simple-way> " anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:probpblm?rev=1680631342&do=diff 概率类问题 不那么随机的随机数列<https://blog.codingnow.com/2008/04/quasi-random_sequences.html> 认知偏差列表<https://zh.wikipedia.org/wiki/認知偏誤列表> anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:rnaseq?rev=1729516471&do=diff RNA-Seq 教程 * 向SRA提交数据 SRA Submission * 知乎搜索 <https://www.zhihu.com/search?q=rnaseq%20fastq%20star&type=content> * RNA-Seq数据标准化方法 <https://zhuanlan.zhihu.com/p/37196518> * RNA-seq 保姆教程：差异表达分析（一） <https://zhuanlan.zhihu.com/p/585176027> * RNA-seq：转录组数据分析处理(上) <https://zhuanlan.zhihu.com/p/61847802> * Common File Formats Used by the ENCODE Consortium anonymous@undisclosed.example.com (Anonymous) Mon, 21 Oct 2024 13:14:31 +0000 https://wiki.inkit.cc/stat:setupconda?rev=1704854871&do=diff Notebook 环境搭建 "统计分析软件包 R加速运算研究" "SOS<https://vatlab.github.io/sos-docs/running.html#r> python包推荐<https://github.com/jobbole/awesome-python-cn> R包推荐<https://github.com/qinwf/awesome-R> 机器学习包汇总<https://github.com/josephmisiti/awesome-machine-learning/> 清华开源镜像<https://mirror.tuna.tsinghua.edu.cn/help/>" "MKL:<https://software.intel.com/en-us/mkl>" 2 Anaconda安装 "用wget下载<https://www.anaconda.com/download/#linux> 安装Anaconda<http://docs.anaconda.com/anaconda/install/linux/>" 2.1 安装 修改 ~/.bas… anonymous@undisclosed.example.com (Anonymous) Wed, 10 Jan 2024 02:47:51 +0000 https://wiki.inkit.cc/stat:spss?rev=1680631342&do=diff 本科实习 一、软件基础 * 如何修改软件的界面、结果窗口的语言？ * 如何导入csv文件？ * 如何导入excel文件？ * SPSS软件有哪几个主要窗口？ * 如何定义变量？Width、Decimals、Label、Values都是做什么用的？ anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:start?rev=1759013115&do=diff 统计 "Notebook 环境搭建" 手册 "统计学问题" "Bioinformatic RNA-Seq" "SPSS" "统计词典 写作相关 Stock" anonymous@undisclosed.example.com (Anonymous) Sat, 27 Sep 2025 22:45:15 +0000 https://wiki.inkit.cc/stat:statistics?rev=1689788064&do=diff Statistics "0.常用软件及网站 1.基本概念 2.数据整理 3.描述与假设检验 4.回归及其他方法 5.评价指标 Ex.统计图 Ex.数据可视化 Ex.数据挖掘 Ex.概率类问题" "正态分布" anonymous@undisclosed.example.com (Anonymous) Wed, 19 Jul 2023 17:34:24 +0000 https://wiki.inkit.cc/stat:statweb?rev=1680631342&do=diff 常用软件及网站 卫星方位实时<https://satellitemap.space/> 国家自然科学基金委员会<http://www.nsfc.gov.cn/> 全国哲学社会科学工作办公室<http://www.nopss.gov.cn/>平台 河北省卫生科教系统<http://app.hebwst.gov.cn/kjch/> <https://ds.carsi.edu.cn> 样本量计算<https://www.cnstat.org/samplesize/> <https://clincalc.com/Stats/SampleSize.aspx> 数据库 COVID19 CORD-19 Open Research Dataset<https://www.semanticscholar.org/cord19> CSSE CORD-19<https://github.com/CSSEGISandData/COVID-19> <https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd402… anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:stock?rev=1759014068&do=diff Stock 名称 连接 M2 <https://fred.stlouisfed.org/series/M2SL> WM2NS <https://fred.stlouisfed.org/series/WM2NS> Chicken Breast <https://fred.stlouisfed.org/series/APU0000FF1101> Bread <https://fred.stlouisfed.org/series/APU0000702111> Milk <https://fred.stlouisfed.org/series/APU0000709112> Electricity <https://fred.stlouisfed.org/series/APU000072610> Eggs … anonymous@undisclosed.example.com (Anonymous) Sat, 27 Sep 2025 23:01:08 +0000 https://wiki.inkit.cc/stat:storagename?rev=1680631342&do=diff 储存容量 Full NameShort10NKiloByteKB3MegaByteMB6GigaByteGB9TeraByteTB12PetaBytePB15ExaByteEB18ZettaByteZB21YottaByteYB24BrontByteBB27 anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:visualization?rev=1680631342&do=diff 数据可视化 大屏展示模板<https://gitee.com/lvyeyou/DaShuJuZhiDaPingZhanShi> 知乎驾驶舱集合<https://zhuanlan.zhihu.com/p/99523358> Pyecharts Kepler.gl<https://github.com/keplergl/kepler.gl> Plotly Cufflinks Folium Altair + Vega D3.js anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000 https://wiki.inkit.cc/stat:writing?rev=1680631342&do=diff 写作相关 中文核心期刊要目 Google H-index<https://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng_bioinformatics> Web of Science Master Journal List<https://mjl.clarivate.com/search-results> 中国的SCI期刊<http://wap.sciencenet.cn/home.php?do=blog&id=1201513&id=1201513&mod=space> 工具类 <https://paperpile.com/> <https://www.mendeley.com> <https://www.zotero.org/> <https://www.authorea.com/> <https://codeocean.com/> <https://www.overleaf.com/> <https://www.semanticscholar.org/> IF R-schola… anonymous@undisclosed.example.com (Anonymous) Tue, 04 Apr 2023 18:02:22 +0000