This book gives a self-contained introduction to the dynamic martingale approach to marked point processes (MPP). Based on the notion of a compensator, this approach gives a versatile tool for analyzing and describing the stochastic properties of an MPP. In particular, the authors discuss the relationship of an MPP to its compensator and particular classes of MPP are studied in great detail. The theory is applied to study properties of dependent marking and thinning, to prove results on absolute continuity of point process distributions, to establish sufficient conditions for stochastic ordering between point and jump processes, and to solve the filtering problem for certain classes of MPPs.

Anger is one the most common human emotions, so if you re not feeling it, then you re probably unconsciously burying it. But anger that is buried isn t actually gone. In fact, hidden or covert anger may be just as damaging as the overt, outwardly destructive kind, only it wreaks havoc from the inside-out. All sorts of physical and emotional problems can stem from suppressed anger: headaches, digestive problems, insomnia, just to name a few. Buried anger is expressed in a continuum, with rage and aggression at the top, and frustration, annoyance, irritation at the bottom, and everything in between. Unless this anger is addressed, it is impossible to overcome. This book urges readers to practice mindfulness-deliberately allowing physical sensations and emotions to surface so they can be examined and released. This sort of processing of anger-fully felt in the body as it happens, moved out through appropriate expression, and let go-will allow readers to process anger before it becomes unhealthy. Whether for you or your clients, this book offers simple tools of mindfulness to strengthen your connection with your inner world and learn to explore your anger, paying heed to the important messages it is sending."

Many people often say "yes" to something when they'd rather say "no." They offer cooperation through words but follow up with how they really feel-in actions that contradict their words. That's passive-aggression. At its heart, passive-aggression is about being untrue to oneself, which makes it impossible to have a clean relationship with others. Passive-aggression as a communication method doesn't make someone "bad." It is simply a strategy learned in childhood as a coping mechanism, a hard-to-break habit. Changing passive-aggressive behavior requires knowledge, tools, and practice, as outlined here. The book offers effective methods for transforming passive-aggression into healthy assertiveness to communicate in constructive ways through eight keys: Recognize Your Hidden Anger; Reconnect Your Emotions to Your Thoughts; Listen to Your Body; Set Healthy Boundaries; Communicate Assertively; Interact Using Mindfulness; Disable the Enabler; and Problem-Solve for Better Outcomes. Hands-on exercises are featured, enabling readers to better understand themselves.

Die Arbeit untersucht, ob kunstliche neuronale Netzwerke die Integration empirischen Problemlosungswissens in die Losung von Problemen der Ablaufplanung ermoglichen, und wie eine solche Integration zu gestalten ist."