Batting lineup against any one particular team Research Paper

Batting lineup against any one particular team - Research Paper Example This research will begin with the statement that statistics are useful in almost any area of life. Consider the workplace, home, social organization, or sports arena. Statistical analysis enables us to consider where we have been, where we are going, and how effective we have been at both stages. It is a process that allows us to consider and realize trends, either positive or negative, and lead us to conclusions about what to do next. Owing to this reality, it is therefore important to consider the myriad of uses that statistics brings to everyday life. To accomplish this, this paper will examine a hypothetical problem and propose a research question that can be solved through statistical analysis. Consider the sport of baseball. Each team has a manager who bases many of his decisions on various pieces of statistics that are given to him. A team’s batting lineup, for example, often is a critical piece to the number of runs a team scores, and their ability to win games. It can be said, therefore, that a team’s batting lineup depends upon statistical analysis and affects their ability to score runs, hit off certain pitchers, and avoid putting hitters in situations where they are likely to fail. The problem in baseball, like many of life’s situations, is that basing a decision on wrong assumptions can be disastrous. The batting lineup in baseball is a critical component. All aspects of the hitter and the opposing team’s pitcher must be considered when making out the lineup.... Research Question The research question for this problem would be: What batting lineup will prove the most effective against any one particular team? Data Collection To answer this question, there is a plethora of data the collected in order to assist in the statistical analysis that will lead to the formation of an effective batting order. To begin, the manager would need to collect various components of a player’s batting average. This includes, but is certainly not limited to, the following items: 1) A hitters overall batting average, 2) A hitters average with runners in scoring position, 3) A hitters average against right handed pitchers, 4) A hitters average against left handed pitchers, and 5) A hitters average against the specific opposing pitcher assigned to any one particular game (Albright, 1993, p. 1178). The data to be collected can be gathered by taking a look at a player’s combined batting averages over the course of a season. In today’s day and age , this is usually simplified with the use of technology. It is important to collect the data from one season only, as a hitters performance tends to fluctuate season by season, so their performance in previous years may not reflect on this current ability, or inability, to hit well against a particular pitcher this year (Talsma, 1999, p. 738). When thinking about much how much data is needed to solve this problem, more is definitely better. The more data that can be covered, in as many relevant areas as possible, the more benefit the statistical analysis can be to provide a manager with the accurate picture they need to assess player performance as the season progresses. Data Analysis It is not enough to simply collect a bunch of data related to hitting in baseball. The data must then be analyzed

National Strategy for Counter-terrorism Essay Example | Topics and Well Written Essays - 1000 words

National Strategy for Counter-terrorism - Essay Example The (FID) foreign internal defense are terms used in programs that are meant to either reduce or suppress the favorable conditions that would promote the insurgent conditions, in this overview the response and detection of potential acts or threats describe the principals of counter-terrorism. This paper argues that the overarching goals articulated in the National Strategy for Counterterrorism increase U.S. military involvement in the types of small wars. Small wars from the view of many theorists can be described as strife between irregular and regular forces, this definition extends even to the encompass regular troops in different event or cases that demand their presences and responses like in variable context like in roles of national interest ,politics or culture. If the so-called small wars are analyzed from the political perspective, it is evident that the opponents whenever decide to stand their ground rarely succeed in direct pitched battles. As opposed to traditional rebe llious tribesmen, the modern arenas of warfare record some irregularities in their adversaries. As compared to the past, the sole means was through psychological and political warfare. In this general understanding, success in small wars therefore must include effective means of undermining legitimacy of the adversaries. This means that small wars have to include strategies ranging from peacekeeping, response, small-combating units, and operational as means of survival (Caraccilo 3). The small wars information is a remarkable modern counterinsurgency, counterterrorism, peace operations and other irregular operations remarkable anticipation. In some cases like the argument passed by the United States on the Marines that best strategy was to separate and intervene between warring factions through their negotiations and eventually reach an amicable settlement that does not involve fighting. The best strategy in other situations was to impose order, intervene and create new governments. In the latter, instance the fact that the overarching aim in the interests aligned new polity with the U.S. Nevertheless, the marine asserted that the sole purpose should be on the protection of the citizens and people through the government. These strategies in relation to terrorism are driven by extreme ideologies that often have global implications and possible new realities. These ideologies and violence embracing from the divergent responsible groups can achieve a reach globally. This new reality’s impact is that there are diverse effects from the terrorist attacks on the country’s interest regardless of where there are issues or attacks occur (Ravndal 7). The National Strategy for Counter-terrorism articulate overarching goals of the countries involved, such as the U.S. military and its involvement in counter-terrorism strategies as described in article 8905. It shows that the effects of the small wars and the new realities brought in by terrorist attacks on the country. As such, the country is forced to constantly intervene in the interference. This causes drastic and negative effects since the contemporary conduct of the military activities that take place in contested social norms and legal terrains, the engagement of military forces in armed conflicts conventions, antiterrorism, counter-conspiracy, enforcement of peacekeeping, law enforcement or stability operations result to deaths and even destruction of property. Through this, there is a dense mixture of law through