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class_schedule_template [2016/09/02 08:59] – created hkimscilclass_schedule_template [2019/09/02 09:00] (current) – hkimscil
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-====== 실라버스: 미디어애널리틱스 스케쥴 ====== + 
-<WRAP group>+ 
 + 
 +[[./|Class page]] 
 +====== Week01 (March 3, 8) ======
 <WRAP half column> <WRAP half column>
-====== Week01 ====== 
 ===== ideas and concepts  ===== ===== ideas and concepts  =====
-Introduction to R and others +</WRAP> 
-  - Downloading and Installing R +<WRAP half column>
-  - Starting R +
-  - Entering Commands +
-  - Exiting from R +
-  - Interrupting R +
-  - Viewing the Supplied Documentation +
-  - Getting Help on a Function +
-  - Searching the Supplied Documentation +
-  - Getting Help on a Package +
-  - Searching the Web for Help +
-  - Finding Relevant Functions and Packages +
-  - Searching the Mailing Lists +
-  - Submitting Questions to the Mailing Lists+
 ===== Assignment ===== ===== Assignment =====
 +</WRAP>
  
-====== Week02 ====== +====== Week02 (March 10, 15) ====== 
-Some basics +<WRAP half column> 
-  - Introduction +===== ideas and concepts  ===== 
-  - Printing Something +</WRAP> 
-  - Setting Variables +<WRAP half column> 
-  - Listing Variables +===== Assignment ===== 
-  - Deleting Variables +</WRAP>
-  - Creating a Vector +
-  - Computing Basic Statistics +
-  - Creating Sequences +
-  - Comparing Vectors +
-  - Selecting Vector Elements +
-  - Performing Vector Arithmetic +
-  - Getting Operator Precedence Right +
-  - Defining a Function +
-  - Typing Less and Accomplishing More +
-  - Avoiding Some Common Mistakes +
-using [[:theories]] and making [[:hypothesis|hypotheses]]+
  
-====== Week03 ====== +====== Week03 (March 17, 22) ====== 
-Navigating software +<WRAP half column> 
-  - Introduction +===== ideas and concepts  ===== 
-  - Getting and Setting the Working Directory +</WRAP> 
-  - Saving Your Workspace +<WRAP half column> 
-  - Viewing Your Command History +===== Assignment ===== 
-  - Saving the Result of the Previous Command +</WRAP>
-  - Displaying the Search Path +
-  - Accessing the Functions in a Package +
-  - Accessing Built-in Datasets +
-  - Viewing the List of Installed Packages +
-  - Installing Packages from CRAN +
-  - Setting a Default CRAN Mirror +
-  - Suppressing the Startup Message +
-  - Running a Script +
-  - Running a Batch Script +
-  - Getting and Setting Environment Variables +
-  - Locating the R Home Directory +
-  - Customizing R+
  
-====== Week04 ====== +====== Week04 (March 24, 29) ====== 
-Input and output +<WRAP half column> 
-  - Introduction +===== ideas and concepts  ===== 
-  - Entering Data from the Keyboard +</WRAP> 
-  - Printing Fewer Digits (or More Digits) +<WRAP half column> 
-  - Redirecting Output to a File +===== Assignment =====
-  - Listing Files +
-  - Dealing with “Cannot Open File” in Windows +
-  - Reading Fixed-Width Records +
-  - Reading Tabular Data Files +
-  - Reading from CSV Files +
-  - Writing to CSV Files +
-  - Reading Tabular or CSV Data from the Web +
-  - Reading Data from HTML Tables +
-  - Reading Files with a Complex Structure +
-  - Reading from MySQL Databases +
-  - Saving and Transporting Objects+
  
-====== Week05 ====== +</WRAP>
-Data Structures +
-  - Introduction +
-  - Appending Data to a Vector +
-  - Inserting Data into a Vector +
-  - Understanding the Recycling Rule +
-  - Creating a Factor (Categorical Variable) +
-  - Combining Multiple Vectors into One Vector and a Factor +
-  - Creating a List +
-  - Selecting List Elements by Position +
-  - Selecting List Elements by Name +
-  - Building a Name/Value Association List +
-  - Removing an Element from a List +
-  - Flatten a List into a Vector +
-  - Removing NULL Elements from a List +
-  - Removing List Elements Using a Condition +
-  - Initializing a Matrix +
-  - Performing Matrix Operations +
-  - Giving Descriptive Names to the Rows and Columns of a Matrix +
-  - Selecting One Row or Column from a Matrix +
-  - Initializing a Data Frame from Column Data +
-  - Initializing a Data Frame from Row Data +
-  - Appending Rows to a Data Frame +
-  - Preallocating a Data Frame +
-  - Selecting Data Frame Columns by Position +
-  - Selecting Data Frame Columns by Name +
-  - Selecting Rows and Columns More Easily +
-  - Changing the Names of Data Frame Columns +
-  - Editing a Data Frame +
-  - Removing NAs from a Data Frame +
-  - Excluding Columns by Name +
-  - Combining Two Data Frames +
-  - Merging Data Frames by Common Column +
-  - Accessing Data Frame Contents More Easily +
-  - Converting One Atomic Value into Another +
-  - Converting One Structured Data Type into Another+
  
-====== Week06 ====== +====== Week05 (March 31, April 5) ====== 
-Data Transformations +<WRAP half column> 
-  - Introduction +===== ideas and concepts  ===== 
-  - Splitting a Vector into Groups +</WRAP> 
-  - Applying a Function to Each List Element +<WRAP half column> 
-  - Applying a Function to Every Row +===== Assignment ===== 
-  - Applying a Function to Every Column +</WRAP> 
-  - Applying a Function to Groups of Data + 
-  - Applying a Function to Groups of Rows +====== Week06 (April 7, 12) ====== 
-  - Applying a Function to Parallel Vectors or Lists +<WRAP half column> 
-Strings and Dates +===== ideas and concepts  ===== 
-====== Week07 ====== +</WRAP> 
-Probability +<WRAP half column> 
-  - Introduction +===== Assignment ===== 
-  - Counting the Number of Combinations +</WRAP> 
-  - Generating Combinations + 
-  - Generating Random Numbers +====== Week07 (April 14, 19) ====== 
-  - Generating Reproducible Random Numbers +<WRAP half column> 
-  - Generating a Random Sample +===== ideas and concepts  ===== 
-  - Generating Random Sequences +</WRAP> 
-  - Randomly Permuting a Vector +<WRAP half column> 
-  - Calculating Probabilities for Discrete Distributions +===== Assignment ===== 
-  - Calculating Probabilities for Continuous Distributions +</WRAP> 
-  - Converting Probabilities to Quantiles + 
-  - Plotting a Density Function +====== Week08 (April 21, 26)  ====== 
-====== Week08 ======+<WRAP half column>
 __**Mid-term period**__  __**Mid-term period**__ 
 </WRAP> </WRAP>
  
 +====== Week09 (April 28, May 3) ======
 <WRAP half column> <WRAP half column>
-====== Week09 ====== +===== ideas and concepts  ===== 
-General Statistics +</WRAP> 
-  - Introduction +<WRAP half column> 
-  - Summarizing Your Data +===== Assignment ===== 
-  - Calculating Relative Frequencies +</WRAP>
-  - Tabulating Factors and Creating Contingency Tables +
-  - Testing Categorical Variables for Independence +
-  - Calculating Quantiles (and Quartiles) of a Dataset +
-  - Inverting a Quantile +
-  - Converting Data to Z-Scores +
-  - Testing the Mean of a Sample (t Test) +
-  - Forming a Confidence Interval for a Mean +
-  - Forming a Confidence Interval for a Median +
-  - Testing a Sample Proportion +
-  - Forming a Confidence Interval for a Proportion +
-  - Testing for Normality +
-  - Testing for Runs +
-  - Comparing the Means of Two Samples +
-  - Comparing the Locations of Two Samples Nonparametrically +
-  - Testing a Correlation for Significance +
-  - Testing Groups for Equal Proportions +
-  - Performing Pairwise Comparisons Between Group Means +
-  - Testing Two Samples for the Same Distribution +
-====== Week10 ====== +
-General Statistics +
-====== Week11 ====== +
-Graphics +
-  - Introduction +
-  - Creating a Scatter Plot +
-  - Adding a Title and Labels +
-  - Adding a Grid +
-  - Creating a Scatter Plot of Multiple Groups +
-  - Adding a Legend +
-  - Plotting the Regression Line of a Scatter Plot +
-  - Plotting All Variables Against All Other Variables +
-  - Creating One Scatter Plot for Each Factor Level +
-  - Creating a Bar Chart +
-  - Adding Confidence Intervals to a Bar Chart +
-  - Coloring a Bar Chart +
-  - Plotting a Line from x and y Points +
-  - Changing the Type, Width, or Color of a Line +
-  - Plotting Multiple Datasets +
-  - Adding Vertical or Horizontal Lines +
-  - Creating a Box Plot +
-  - Creating One Box Plot for Each Factor Level +
-  - Creating a Histogram +
-  - Adding a Density Estimate to a Histogram +
-  - Creating a Discrete Histogram +
-  - Creating a Normal Quantile-Quantile (Q-Q) Plot +
-  - Creating Other Quantile-Quantile Plots +
-  - Plotting a Variable in Multiple Colors +
-  - Graphing a Function +
-  - Pausing Between Plots +
-  - Displaying Several Figures on One Page +
-  - Opening Additional Graphics Windows +
-  - Writing Your Plot to a File +
-  - Changing Graphical Parameters+
  
-====== Week12 ====== +====== Week10 (May 5, 10) ====== 
-Graphics+<WRAP half column> 
 +===== ideas and concepts  ===== 
 +</WRAP> 
 +<WRAP half column> 
 +===== Assignment ===== 
 +</WRAP>
  
-====== Week13 ====== +====== Week11 (May 12, 17) ====== 
-Linear Regression and ANOVA +<WRAP half column> 
-  - Introduction +===== ideas and concepts  ===== 
-  - Performing Simple Linear Regression +</WRAP> 
-  - Performing Multiple Linear Regression +<WRAP half column> 
-  - Getting Regression Statistics +===== Assignment ===== 
-  - Understanding the Regression Summary +</WRAP>
-  - Performing Linear Regression Without an Intercept +
-  - Performing Linear Regression with Interaction Terms +
-  - Selecting the Best Regression Variables +
-  - Regressing on a Subset of Your Data +
-  - Using an Expression Inside a Regression Formula +
-  - Regressing on a Polynomial +
-  - Regressing on Transformed Data +
-  - Finding the Best Power Transformation (Box?Cox Procedure) +
-  - Forming Confidence Intervals for Regression Coefficients +
-  - Plotting Regression Residuals +
-  - Diagnosing a Linear Regression +
-  - Identifying Influential Observations +
-  - Testing Residuals for Autocorrelation (Durbin?Watson Test) +
-  - Predicting New Values +
-  - Forming Prediction Intervals +
-  - Performing One-Way ANOVA +
-  - Creating an Interaction Plot +
-  - Finding Differences Between Means of Groups +
-  - Performing Robust ANOVA (Kruskal?Wallis Test) +
-  - Comparing Models by Using ANOVA+
  
-====== Week14 ====== +====== Week12 (May 19, 24) ====== 
-Linear Regression and ANOVA +<WRAP half column> 
-====== Week15 ======+===== ideas and concepts  ===== 
 +</WRAP> 
 +<WRAP half column> 
 +===== Assignment ===== 
 +</WRAP> 
 + 
 +====== Week13 (May 26, 31) ====== 
 +<WRAP half column> 
 +===== ideas and concepts  ===== 
 +</WRAP> 
 +<WRAP half column> 
 +===== Assignment ===== 
 +</WRAP> 
 + 
 +====== Week14 (June 2, 7) ====== 
 +<WRAP half column>
 Group Presentation Group Presentation
-====== Week16 ======+</WRAP> 
 + 
 +====== Week15 (June 9, 14) ====== 
 +<WRAP half column>
 Group Presentation Group Presentation
-__**Final-term**__ 
-</WRAP> 
 </WRAP> </WRAP>
  
 +====== Week16 (June 16, 21) ======
 +<WRAP half column>
 +__**Final-term**__
 +</WRAP>
  
class_schedule_template.1472776140.txt.gz · Last modified: 2016/09/02 08:59 by hkimscil
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