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underlying them In particular, these methods assume that the missing data mechanism is MAR but not MNAR Patternmixture methods have been developed for dealing with such situations (eg, see Little, 1994, 1995), but these are beyond the scope of this chapter A Look at the (Near) Future We now have several programs that help us deal with missing data In the future, these programs will be imbedded into mainstream software in ways that allow the researcher to perform the correct analysis (or one that is very nearly correct) without having to jump through hoops The unveiling of PROC MI (multiple imputation) in SAS version 82 is very good news LISREL has also unveiled multiple imputation and FIML features in version 850.

where rs is Fisher s z transformation of rs , rs = 1 1 + rs . ln 2 1 rs (25.27)

EQS has also added a (nonFIML) missing data feature in its long-awaited version 6 and is rumored to be preparing further missing data enhancements for future release We have no knowledge of plans by SPSS to update its current, very clunky missing data procedure However, our guess is that they will be making important updates in the near future SPSS has always been at the forefront of usability, and this is a feature they simply must have to remain competitive They will have it Researchers around the world will continue to stay at the forefront of research in analysis with missing data, and it is very likely that the very latest techniques will not be available in the mainstream packages Schafer and his colleagues will continue to make improvements to NORM (Schafer, 1997) and its siblings CAT, MIX, and PAN.

The latter three programs will all be released as stand-alone Windows programs in the near future The wide availability of PAN will greatly improve the usefulness of MAR multiple-imputation programs Some Final Thoughts It is important not to draw too many generalizations from the empirical example given in this chapter Different analysis.

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Figure 11.3 A right-angle triangle analogy used to help teach the top-spin forehand stroke in table tennis. The learner is asked to imagine a right-angle triangle and to swing his or her racket along its hypotenuse when striking the ball. Source: Theoretical Aspects of Implicit Learning in Sport, by R. S. W. Masters, 2000, International Journal of Sport Psychology, 31, p. 539. Reprinted with permission.

ing integration modules that alleviate the task of integrating with some of the popular ERP, supply chain, financial, or customer relationship management packages. A happy combination of specific solution offerings within a flexible dashboard platform may be the winning criteria for most dashboard deployments.

No clear effects of the intervention on SDT variables were reported, but it cannot be said that SDT is not applicable in exercise interventions because in this study participants were not compliant in completing the intervention tasks designed to target SDT constructs General Conclusions One of the contributions of SDT is the caution not to dichotomize motivation into intrinsic and extrinsic influences, but to conceptualize a motivational continuum More self-regulated extrinsic motivation may be a goal.

Summary of Advantages and Limitations of Different Sleep Assessment Modalities Instruments Insomnia Interview Schedule (Morin, 1993). Structured Interview for Sleep Disorders (Schramm et al., 1993). Advantages Provides detailed information about the nature, course, and severity of the sleep disturbance and associated aspects. Allows a functional analysis and differential diagnosis. Assesses nightly variations in the nature, frequency, and severity of sleep dif culties, and some maladaptive behaviors. Flexible. Good ecological validity. Allows prospective evaluation over extensive periods of time. Excellent outcome measure. Economical. Sleep Impairment Index (Morin, 1993). Pittsburgh Sleep Quality Index (Buysse et al., 1989). Dysfunctional Beliefs and Attitudes about Sleep Scale (Morin, 1994). Wrist actigraphy. Sleep assessment device. Switch-activated clock. Practical and economical. No need for trained staff. Can be administered repeatedly and used as an outcome measure. Limitations Requires substantial knowledge of the sleep disorders spectrum and interviewer training. Time consuming.

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This project and many others in this book entail building electronic circuits. Doing so exposes you to heat hot enough to burn your skin, electricity that may zap you or your projects, and lead that can poison you. It s easy to be safe, but if you feel unsure about what you re doing, stop and read Appendix A. It briefly covers how to solder and how to properly ground yourself.

By the chain rule, H (X) lim I (X1 ; Y1 , Y2 , . . . , Yn )