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所在平台: Udemy |
课程主页: https://www.udemy.com/course/100-quick-stata-tips/
课程评论:没有评论
本课程“125个Stata快速技巧”旨在帮助已具备Stata基础知识(包括do-files)的学习者在短时间内掌握Stata的高级应用。课程提供125个专业级的、直观的点对点技巧,覆盖数据管理、绘图、统计和编程四大领域。 **主要内容包括:** **数据管理:** * 创建数据字典和标签。 * 高效管理变量(如列出变量名、删除/保留变量)。 * 数据验证与比较(如数字签名、数据核对、数据集/变量比较)。 * 生成虚拟变量、合并标签、存储数值。 * 使用Stata内置计算器。 * 在do-file中选择数据列、数据矩形化。 * 处理重复观测、抽样、数据集转置。 * 扩展和交互变量、生成出版质量表格(Word/Excel)。 * 导出回归结果、在Stata内删除文件、显示目录内容。 * 复制变量、重排变量、添加数据注释。 **统计:** * 快速创建多种一维/二维表格。 * 对表格进行排序和绘图。 * 使用数据扩展替代权重、将数据缩减为频数和百分比。 * 直接计算即时统计量、弹性。 * 设置默认置信水平、显示因子变量基准。 * 估计约束线性回归、引导抽样回归。 * 插补缺失值、计算行统计量。 * 计算标准化系数、边际效应、降低多项式变量的共线性。 * 使用边际对比、成对比较。 * 定义回归常数、可视化复杂多项式模型。 * 识别回归中的异常离群值。 **编程:** * 灵活控制输出(隐藏/强制显示)。 * 控制图形显示、抑制错误信息。 * 强制do-file运行至结束、在Stata外执行程序。 * 检查内存使用、减小文件体积。 * 时间戳命令、设置秒表、暂停Stata。 * 调试错误信息、处理大输出。 * 添加自定义ado文件夹、创建用户配置文件。 * 添加do-file注释、循环非整数值、监控循环。 * 显示更多结果窗口信息、显示系数图例、压缩表格。 * 使用和修改功能键、查看命令源程序。 * 创建自定义相关性、将当前时间日期插入日志文件、保存交互命令。 * 启动交互式对话框、查看未文档化的命令。 **绘图:** * 从图形中恢复数据。 * 生成含单一图例的组合图。 * 显示RGB颜色、设置颜色透明度。 * SVG图表用途、对坐标轴应用对数缩放、反转/关闭轴。 * 多坐标轴、在图表中显示ASCII字符。 * 绘制方差-协方差矩阵、快速绘制估计结果。 * 随机位移标记点、范围图。 * 从网页下载词频、创建小提琴图。 * 显示Stata颜色面板、创建自定义标题。 * 自定义图形外观、将相关矩阵显示为图形化表格。 * 直方图与箱线图组合、自定义分箱的直方图。 * 绘制一/二/三维表格图、恢复图形代码。 * 极坐标平滑、分离散点图、调整图形范围。 * 前景/背景绘图、绘图样式、快速增加坐标轴刻度标签。 * 查看未文档化的命令、添加数据注释、添加自定义图形刻度标签。 通过观看每个不超过2分钟的独立视频,学习者可以在约3小时内掌握多年的Stata使用经验,成为Stata大师。
Make sure to check out my twitter feed for monthly promo codes and other updates (@easystats3)If you want to learn more about Stata but don't have a lot of time, this is the course for you!In this course I provide 125 fast and to-the-point tips for Stata. These tips are professional grade and aimed at helping you become a Stata master! They cover a wide range of issues in data management, graphing, statistics and programming. Each video is designed to be stand-alone and will take no more than 2 minutes.Learn years worth of hard Stata knowledge in 3 hours! You should have basic knowledge of Stata and do-files. If you do not have this check out my "Essential Guide to Stata".The following themes are covered:Data ManagementHow to create a code bookHow to create a label bookHow to list only variable namesHow to describe unopened dataHow to search in variablesHow to drop/keep variables sequentiallyHow to check a digital data signatureHow to verify dataHow to compare two datasetsHow to compare variablesHow to use tabulate to generate dummy variablesHow to avoid many logical OR operatorsHow to number labelsHow to use labels in expressionsHow to attach one value label to many variablesHow to store single valuesHow to use Stata's hand-calculatorHow to use text with Stata's hand-calculatorHow to select column of data in a do-fileHow to rectangularize dataHow to check if variables uniquely identify observationsHow to drop duplicate observationsHow to draw a sampleHow to transpose a datasetHow to quickly expand and interact many variablesHow to create publication quality tables in wordHow to create publication quality tables in excelHow to export regression resultsHow to delete files from within StataHow to display directory contentHow to clone a variableHow to re-order variablesHow to add notes to dataStatisticsHow to create many one-way tables quicklyHow to create many two-way tables quicklyHow to sort and plot one-way tablesHow to expand data instead of using weightsHow to contract data to frequencies and percentagesHow to compute immediate statistics without loading dataHow to compute elasticitiesHow to set the default confidence levelHow to show base levels of factor variablesHow to estimate a constrained linear regressionHow to bootstrap any regressionHow to interpolate missing valuesHow to compute row statisticsHow to compute standardized coefficients after linear regressionHow to compute faster marginal effectsHow to reduce collinearity in polynomial variablesHow to use contrasting marginsHow to use pairwise comparison with marginsHow to define the constant in a regressionHow to visualise complex polynomial modelsHow to identify outliers from a regressionHow to inspectProgrammingHow to hide unwanted outputHow to force show wanted outputHow to hide a graphHow to suppress error messagesHow to force do-files to run to the endHow to execute programmes outside StataHow to check memory usageHow to reduce files sizesHow timestamp commandsHow to set a stopwatchHow to pause StataHow to debug error messagesHow to pause for large outputHow to add custom ado foldersHow to create a custom user profileHow to add comments to do-filesHow to loop over non-integer valuesHow to monitor a loopHow to show more in the results windowHow to display coefficient legendsHow to squish a tableHow to use and modify the Function keysHow to view command sourcecodeHow to create custom correlationsHow to insert current time & date into log filesHow to save interactive commandsHow to launch the interactive dialog boxHow to view undocumented commandsGraphingHow to recover data from a graphHow to generate a combined graph with one legendHow to display RGB colors in graphsHow to make colors opaqueWhy are SVG graphs useful?How to apply log scaling to a graphHow to reverse and switch off axesHow to have multiple axes on a graphHow to display ASCII characters in graphsHow to graph the variance-covariance matrixHow to quickly plot estimated resultsHow to randomly displace markersHow to range plotHow to download word frequencies from a webpageHow to create a violin plotHow to show the Stata color paletteHow to create custom titlesHow to customize the look of graphsHow to show a correlation matrix as graphical tableHow to plot a histogram with a boxplotHow to draw histograms with custom binsHow to graph a one/two/three-way tableHow to recover graph codeHow to do polar smoothingHow to separate scatterHow to range a graphHow to foreground/background plotHow to plotstyleHow to show multiple axesHow to quickly increase graph label ticksHow to view undocumented commandsHow to add notes to dataHow to add custom graph label ticks