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need assistance with statistic problem

Data

Background Ariel Calibri Tahoma

white background 301 225 217

white background 288 250 259

white background 234 173 234

white background 381 267 270

white background 295 356 245

white background 351 253 239

white background 298 230 268

white background 290 261 245

white background 311 294 273

white background 355 216 265

green background 275 258 261

green background 271 216 193

green background 210 203 280

green background 324 223 282

green background 327 159 227

green background 200 178 217

green background 257 241 180

green background 266 312 285

green background 205 310 254

green background 194 310 313

pink background 209 251 201

pink background 292 273 247

pink background 261 269 188

pink background 247 121 198

pink background 259 344 221

pink background 284 224 204

pink background 161 181 208

pink background 291 252 256

pink background 205 181 174

pink background 323 253 167

Prior to beginning work on this discussion forum, watch the 

Week 4 Introduction

 (Links to an external site.)
 video, and read Chapter 13 in the MindTap ebook by clicking on the Getting Ready link for each perspective chapter.

Step 1: Read:

· Review 
Case Problem 3: TourisTopia Travel

  downloadfrom Chapter 13 in the ebook.

Step 2: Do:

· Run the ANOVA: Two-Factor with Replication statistics for the Data File TourisTopia (Chapter 13) using the video 

How to Add Excel’s Data Analysis ToolPak

 (Links to an external site.)
 for assistance.
In a managerial report,
· Use descriptive statistics to summarize the data from Triple T’s study. Based on descriptive statistics, what are your preliminary conclusions about whether the time spent by visitors to the Triple T website differs by background color or font? What are yourpreliminary conclusions about whether time spent by visitors to the Triple T website differs by different combinations of background color and font?
· Explain whether Triple T has used an observational study or a controlled experiment.
· Use the data from Triple T’s study to test the hypothesis that the time spent by visitors to the Triple T website is equal for the three background colors. Include both factors and their interaction in the ANOVA model, and use a=.05.
· Use the data from Triple T’s study to test the hypothesis that the time spent by visitors to the Triple T website is equal for the three fonts. Include both factors and their interaction in the ANOVA model, and use a=.05.
· Use the data from Triple T’s study to test the hypothesis that time spent by visitors to the Triple T website is equal for the nine combinations of background color and font. Include both factors and their interaction in the ANOVA model, and use a=.05.
· Discuss whether the results of your analysis of the data provide evidence that the time spent by visitors to the Triple T website differs by background color, font, or combination of background color and font. What is your recommendation?

Step 3: Discuss:

· What recommendations does your ANOVA results support? Use findings from your managerial report to support your recommendations. Be sure to include why you support certain decisions over others. What surprising findings did you come up with during your analysis?