By Bernard. W. Silverman
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Additional resources for Density Estimation for Statistics and Data Analysis (Chapman & Hall CRC Monographs on Statistics & Applied Probability)
Alternatively, for object-oriented languages the target object of virtual bound methods has been found effective as context [MRR02], which has been termed objectsensitive pointer analysis. Using calling contexts for contexts is problematic in that it requires conservative approximations in case of recursion and often a precomputed call graph is needed, which hinders on the fly computation. Therefore, using target objects as contexts is – while more conservative for some cases – more practical, as no call graph is needed for context computation and contexts need not be constructed in a complicated manner.
We will first consider procedure-less programs (the intra-procedural case) and then move on to procedural programs (the inter-procedural case). 1 will therefore present intraprocedural dataflow analysis starting from the control flow graph and reaching definitions analysis that allow to transform a program into static single assignment form. 2 describes program slicing as a program transformation technique and how to compute slices on a data structure called the program dependence graph. In the second part, techniques to extend dependence graphs to programs that consist of multiple procedures are discussed and how this impacts program slicing.
E. insertion into the kill-set of an update) and thus reduces the number of spurious data dependences. However, aliasing is known to be statically undecidable [Ram94], so conservative approximations must be applied. In practice this means that only a subset of the must-aliases and thus strong updates can be determined, some spurious dependences remain in the dependence graph. And for mayaliasing, one must find a superset of all definitive may-aliases, in order to get all possible data dependences.