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However, there exist several drawbacks of these nonprincipled methods For example, listwise deletion can render a longitudinal study with few cases left, resulting in grossly inef cient estimates (eg, Brown, 1994) When the missing data mechanism is so called missing at random (MAR), existing simulation results indicate that listwise deletion causes parameter estimates to be biased even for normal data (R J A Little & Rubin, 1987; Schafer, 1997) We suspect that some technical work can render some of these ad hoc methods more principled and hence potentially competitive with the currently technically advanced methods, especially with nonnormal data A problem raised by incomplete data is whether a sample may be a missing completely at random (MCAR) sample from a single population with a given mean vector and covariance matrix.

This theory offered a new account of the ways in which infants come to form close relations with their caregivers Instead of a fusion between the constructs of Hull and Freud, it represented a marriage between ethology and psychoanalysis Bowlby proposed that attachment has its roots in a set of instinctual infant responses that are important for the protection and survival of the species The infant responses of crying, smiling, sucking, clinging, and following elicit the parental care and protection that the baby needs and promote contact between the child and the parents Just as the infant is biologically prepared to respond to the sights, sounds, and nurturance provided by caregivers, parents are biologically prepared to respond to these eliciting behaviors on the part of the infant As a result of these biologically programmed.

AnsiToWide(lpnm->szTarget, pszFilename); The HTML files read by HTML.EXE are assumed to be ANSI text. But the file system API functions called by LinkToFile require Unicode file names. Therefore the ANSI string contained by lpnm->szTarget (the link file name) must be converted to Unicode. Each Unicode character requires two bytes (the size of a TCHAR), and there are nLen characters in the file name string. So LocalAlloc allocates enough bytes to accommodate the Unicode representation of the string lpnm->szTaget. AnsiToWide is an application-defined function that converts ANSI strings to Unicode: void AnsiToWide(LPSTR lpStr, TCHAR* lpTChar) { while(*lpTChar++ = *lpStr++); } This is a variation of the classic one-line string copy function.1 As long as the two string arguments are NULL-terminated, this function copies the ANSI string in lpStr to the Unicode string lpTChar. Since the ++ operator increments a pointer variable by the size of the type it points to, incrementing lpTChar leaves two bytes per character.

and so on. (If you take a copy of this box along to the beach next time you go, you ll nd it easy to make friends by predicting the depth to water table beneath each sunbather! Indeed, combined with the activities suggested in Box 3.2, it ll liven up your day considerably.)

If this can be established, a single SEM model for the population can be considered; if means and covariances are not homogeneous, this may not be advisable There have been developments that test MCAR in several different areas (eg, generalized estimating equations; Chen & Little, 1999) In the area of multivariate normal data, there are currently two proposed test statistics for analyzing whether incomplete data patterns are MCAR (R J A Little, 1988; Tang & Bentler, 1998) Both R J A Little and Tang-Bentler use the EM algorithm to impute incomplete data, obtain ML estimates of free parameters under the MCAR assumption, and propose a test statistic to evaluate an MCAR null hypothesis R J A Little s (1988) MCAR test is based on evaluating the homogeneity of available means for different patterns of incomplete data R J A.

Data Shipping Data shipping refers to an alternative that sends the data to where the database server is This obviously requires shipment of data fragments across the network, which can potentially lead to a high communication cost Consider the case of having to select some tuples from a relation We can perform the SL operation where the data is as explained in operation shipping We can also send the entire relation to another site and perform the SL operation there One can argue that in a high-speed ber optic communication network, it might be faster to send the entire relation from a low-speed processor to a high-speed processor and perform the SL operation there Data shipping is also used in object-oriented databases as a preferred approach.