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9-3.1 Hypothesis Tests on the Mean 300 9-3.2 P-Value for a t-Test 303 9-3.3 Choice of Sample Size 304 9-3.4 Likelihood Ratio Approach to Development of Test Procedures (CD Only) 305

10-5.1 The F Distribution 355 10-5.2 Development of the F Distribution (CD Only) 357 10-5.3 Hypothesis Tests on the Ratio of Two Variances 357 10-5.4 -Error and Choice of Sample Size 359 10-5.5 Con dence Interval on the Ratio of Two Variances 359

14

10-6

10-6.1 Large-Sample Test for H0 : p1 p2 361 10-6.2 Small Sample Test for H0 : p1 p2 (CD Only) 364 10-6.3 -Error and Choice of Sample Size 364 10-6.4 Con dence Interval for P1 P2 365

12-1.1 Introduction 411 12-1.2 Least Squares Estimation of the Parameters 414 12-1.3 Matrix Approach to Multiple Linear Regression 417 12-1.4 Properties of the Least Squares Estimators 421

In addition to turning on tracing at the top of the Web page, you can also turn it on with the IsEnabled property. This turns on the Trace, starting at the current code location. The following code enables tracing:

12-2.1 Test for Signi cance of Regression 428 12-2.2 Tests on Individual Regression Coef cients and Subsets of Coef cients 432 12-2.3 More About the Extra Sum of Squares Method (CD Only) 435

10-7

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Tracing at the Web application level allows one setting to be changed to enable or disable tracing across the complete Web site. Tracing is controlled at the Web application level by changing the settings in the Web.config file. This Web.config file contains a setting for a trace that looks like the following:

11-1 11-2 11-3 11-4 11-5 Empirical Models 373 Simple Linear Regression 375 Properties of the Least Squares Estimators 383 Some Comments on Uses of Regression (CD Only) 384 Hypothesis Tests in Simple Linear Regression 384

11-5.1 Use of t-Tests 384 11-5.2 Analysis of Variance Approach to Test Signi cance of Regression 387

<trace enabled= false requestLimit= 10 pageOutput= false traceMode= SortByTime localOnly= true />

6 7 8

12-3.1 Con dence Intervals on Individual Regression Coef cients 437 12-3.2 Con dence Interval on the Mean Response 438

12-6.1 Polynomial Regression Models 447 12-6.2 Categorical Regressors and Indicator Variables 450 12-6.3 Selection of Variables and Model Building 452 12-6.4 Multicollinearity 460 12-6.5 Ridge Regression (CD Only) 461 12-6.6 Nonlinear Regression Models (CD Only) 461

If the enabled attribute is changed to true, all Web pages on the site will have tracing enabled; but notice that the pageOutput attribute is set to false.

11-6

11-6.1 Con dence Intervals on the Slope and Intercept 389 11-6.2 Con dence Interval on the Mean Response 390

11-7 11-8

Although tracing is enabled, the results are held in memory instead of being appended to the bottom of each page. This is a nice feature, because the trace results can be cleanly viewed and printed. To view the result after navigating around the Web site, request the trace.axd page. There is no file called trace.axd; but there is an HttpHandler that listens for a request for trace.axd, and the handler generates the Web page on the fly, as shown in Figure 14.5. The requestLimit attribute defaults to 10, but you can change it as required. When the request limit is reached, the server stops recoding trace messages. If the clear current trace link is clicked (see Figure 14.5), all trace data is erased and the server starts recording trace data again. Also, if any change is made to the Web.config file, the Web application restarts, and the trace information is erased. Set the localOnly attribute to true to be at the Web server to view the trace data. This helps to ensure that users or customers don t see the trace information. The traceMode attribute can be set to SortByTime or SortByCategory, which is the default.

11-8.1 Residual Analysis 395 11-8.2 Coef cient of Determination (R2) 397 11-8.3 Lack-of-Fit Test (CD Only) 398

11-9

When working with components, Web tracing can still be used to output data to the Web trace page. This feature allows all trace information to be displayed on a single page. Web tracing can be extended into .dll libraries by adding a reference to the System.Web.dll assembly, and adding Imports System.Web to the top of the code page. The following is an example of a simple component containing a class with a buildString method:

Transformations to a Straight Line 400 11-10 More About Transformations (CD Only) 400 11-11 Correlation 400

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