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where bT ( ) = E T and bT ( ) is the derivative of bT ( ) with respect to . The proof of this is left as a problem at the end of the chapter. Example 11.10.2 Let X1 , X2 , . . . , Xn be i.i.d. N( , 2 ), 2 known. 1 Here J ( ) = n/ 2 . Let T (X1 , X2 , . . . , Xn ) = X n = n Xi . Then E (Xn )2 = 2 /n = 1/J ( ). Thus, Xn is the minimum variance unbiased estimator of , since it achieves the Cram r Rao lower bound. e The Cram r Rao inequality gives us a lower bound on the variance e for all unbiased estimators. When this bound is achieved, we call the estimator ef cient. De nition An unbiased estimator T is said to be ef cient if it meets 1 the Cram r Rao bound with equality [i.e., if var(T ) = J ( ) ]. e

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Scan and read Data Matrix barcode in C# is an easy and simple task.​ ... The above C# code will get all Data Matrix barcodes in image file "datamatrix-barcode.gif".​ ... The above VB.NET code will get all Data Matrix barcodes in image file "datamatrix-barcode.gif".
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Server, router, and personal computer (PC)/plain old telephone service (POTS) phone-based (mostly) at network and PSTN switch and mainframe computers, VoIP gateway (GW)3 and gatekeeper (GK),4 SS7 signaling gateway (SG),5 and the POTS-phone/PCbased (mostly) hierarchical network.

# Now, add a BEGIN block that defines the X11 # display to use for the debugger: BEGIN { # assign the IP of your workstation here in place of # 127.0.0.1 if the web server is not running on your # workstation: $ENV{DISPLAY} = 127.0.0.1:0.0 ; }

In order to have interactive control of the movie clip with ActionScript, you must create a name for the symbol instance. You use the Property inspector to label a symbol. To name a symbol: 1. Select the symbol. 2. Open the Property inspector (see Figure 5-5).

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thoughts must be protected from harming themselves or others. However, freedom is a fundamental human right and highly valued in our society. Therefore, depriving a citizen of this important right through forced, involuntary commitment to a psychiatric hospital is a serious matter. Throughout the course of history, commitment to a psychiatric facility or prison was exploited as a means of controlling people who maintained unpopular political, religious, or personal beliefs and activities. The ability to commit someone against their will has been clearly abused over the years and continues to occur in many countries. Even with the best intentions, it is often unclear if someone is indeed in serious danger of hurting themselves or others. Predicting dangerous behavior is very difficult and usually unreliable (Grisso & Appelbaum, 1992). The legal system consults with psychologists to obtain guidance in determining if someone should be involuntarily committed. In addition to danger to self and others, the criteria for involuntary commitment in most states includes a diagnosable mental illness as

1 2 3

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Preparation of this chapter was supported in part by grants from the National Institute of Mental Health (MH55469) and by the Medical Research Council of Canada (MT-14039).

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C#.NET Barcode Reader Add-on from RasterEdge DocImage SDK for .NET successfully combines advanced Data Matrix barcode detecting & reading functions ...
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Fuzzy rule-based models are a highly modular and easily expandable form of fuzzy models They support the principle of locality and the distributed nature of modeling as each rule can be viewed as a local descriptor of a system regime [25] Fuzzy rule-based models effectively combine and interpolate different operating regimes to describe general behavior [15] One of the major dif culties in developing rule-based models is the proper, adequate, and expedient generation of their structure, especially the rule base, rule semantics, membership functions, and parameters A trend until the early 1990s was to rely on existing expert knowledge and to tune fuzzy membership function parameters using gradient-based methods or genetic algorithms (GAs) using problem-speci c data [1] During the late 1990s, data-driven rule/ knowledge extraction methods were intensively investigated and developed [5, 13, 14].

southern hemisphere (i.e. Africa, South America, and Australia), whereas the opposite applies in the northern hemisphere (North America, Europe, and Asia). Overall, the global averages for both discharge routes are remarkably similar, indicating an approximately 50 : 50 split. Coastal and submarine groundwater discharge zones The dynamics of coastal groundwater discharge zones has been studied for many years, due to the sensitivity of many aquifers to invasion by sea water if wells near the coast are pumped too heavily (see s 7, 8 and 11). In recent years, further interest in groundwater discharge below the low-tide line has arisen in the context of studies of the chemistry of the oceans (e.g. Burnett et al. 2003).

evolved, or external, storing successful individuals that are usually introduced in the population as seeds [28, 29] External memory-based approaches perform better in periodic dynamic environments, with predictable changes or when the changes are easy to detect, where the individuals can be associated to a given objective function and stored For problems where the changes are not predictable or are hard to detect, most authors have resorted to search-based techniques, enhancing their ability for continuously searching, usually by trying to preserve a high level of diversity in the population [25, 30] These techniques have had success to some degree in the case of quasistationary changes, but when abrupt changes occur they are basically starting neuroevolution from scratch.

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C#.NET Data Matrix Barcode Reader & Scanner Library is an advanced & mature 2d barcode reading contol, which can be easily integrated into C#.NET class ...
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Find out most popular NuGet datamatrix Packages. ... NET barcode reader and generator SDK for developers. It supports reading & writing of 1D and 2D ...

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