An experiment was conducted to determine whether firing temperature and/or furnace position…

An experiment was conducted to determine whether firing temperature and/or furnace position affect the baked density of a carbon anode. The file Anode_Density.xlsx contains density measurements of sixty carbon anodes subjected to various furnace positions and temperature levels. The columns are:column 1: furnace position (1 or 2),column 2: temperature (low=1, medium=2. High=3),column 3: density.Analyze this data set using the ANOVA method. Perform a complete analysis and prepare a thorough report as you would do for a client. This report should include all the steps used in the analysis, their justifications and your conclusions. Also comment on the possible improvements that can be made on your analysis if you detect unequal variance, outliers etc. Please paste the relevant portions from your computer printouts along with codes that you have used.ANOVA Model Analysis on Anode Density Data1. IntroductionThe Anode Density Data contains density measurements of sixty carbon anodes subjected to various furnace positions and temperature levels. For the furnace positions, there are two levels 1 and 2. For the temperature variable, there are 3 levels: 1 is for low temperature, 2 is for medium temperature and 3 is for high temperature. From this dataset, we want to know whether firing temperature and furnace position have effects the baked density of a carbon anode. Since the two variables are categorical, ANOVA model will be applied to conduct data analysis.2. Data AnalysisSince in the data, we only two categorical variables, thus there are three potential variables we need to evaluate: main temperature variable, main position variable and interaction variable between temperature and position.2.1 Variable Main effectsLook at the box-plot for each factor:From the boxplot above, we can see there is an obvious difference in anode density for different temperatures. However, the left boxplot shows that the difference is less pronounced between 2 different positions. The variance appears to be equal and not related to the mean response.2.2 Variable Interaction EffectThen we can draw interaction plots to determine whether an interaction term should be included in our ANOVA model.The interaction plots above show parallel patterns indicating there is no interaction effect between position and temperature.2.3 Model FittingIn order to further confirm whether we should fit a two-way ANOVA with an interaction term, we fit the following model:From the result above, we can see that there is no evidence of a significant interaction effect (F = 0.71, p = 0.4962). Therefore, we cannot conclude that there is an interaction effect between position and temperature. However, the two main effectsposition effect and temperature effect are both very significant. For the position main effect: F value is 165.80 and pr

 

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how do you do this, please helpquickly

Ow au OA. 1 O D.-21how do you do this, please helpquickly

 

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During Governor George Wallace’s inaugural address, what was he referring to with the phrase “our ca

During Governor George Wallace’s inaugural address, what was he referring to with the phrase “our cause?”

 

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Identify a specific problem and hypothesis related to the topic. Examine the many stressors associat

Identify a specific problem and hypothesis related to the topic.

Examine the many stressors associated with law enforcement; discuss how stress can be managed in light of a Christian worldview.
Analyze punishment based on “deterrence” from a biblical perspective.
Evaluate the effectiveness of the community policing philosophy.
Our judicial system is founded on an adversarial philosophy. Examine the pros and cons of this system from a Christian worldview.
Discuss the complexities involved in the sentencing phase.
6. Analyze possible problems associated with reintegration after prisonization.(You can also assess the effectiveness of prison ministries regarding reintegration.)

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The Complexities Involved in the Sentencing Phase.

Abstract

The sentencing phase of court proceedings usually involve complexities that could result to unfair judgments or rulings which usually result from the influence of external forces such as the media. The hypothesis that the legal system is meant to be fair and the fact that many innocent individuals have been convicted raise questions which leads to recommendations for the review of the sentencing phase of court proceedings and the legal system in general. The justifications for punishment of convicts and the right of convicts for appeal in a higher court demonstrate that even though legal systems have some flaws, they pursue the goal of protecting the society from criminals at the same time ensuring that the sentences are evidence based hence as fair as possible.

In law, sentencing is the final phase of the court process in which a judge rules to symbolize justice. At the sentence phase, it is assumed that justice has been done through the ruling of the judge or a jury’s verdict that would lead to punishment upon a convicted defendant such as a fine or imprisonment (Bibas, 2001). The question that arises as a result of court sentencing is whether justice is actually done. Many innocent people have been convicted including life imprisonment, a hypothesis which questions the level of fairness of court ruling and the legal systems in general (Lat, 2003).

In some legal systems, the punishment of defendants may go beyond the sentencing terms. This is illustrated by collateral consequences that usually result from court sentencing such as social stigma and loss of various government benefits. Fear of such consequences may heighten the tension of the defense teams during the sentencing phase. It can be argued that conviction of criminals during the sentence phase can be justified because it protects the society from criminals such as murderers and rapists (Lynch & Haney, 2009). On the flip side, some criminals have been released during the sentence phase due to lack of enough evidence hence exposing the community into the criminal activities of such individuals. Therefore judges should take time to examine all relevant evidence to ensure that criminals do not escape punishment due to lack of sufficient evidence. The police departments should also be trained on evidence management during crimes to make sure that all evidence is collected and handles properly so that court sentencing passes accurate rulings as stipulated by the law.

The sentence phase of court processes may be influenced by previous phases of the ruling process through convincing lawyers who may sway the decision of the jury. This makes the ruling of some cases to be highly predictable (Hurt, 2008). The problem that rises in predictable cases emanates from jury verdicts or judge ruling that beats the expectation of the prosecution or the defense teams. As a result, the sentencing phase usually leaves one side of the case dissatisfied with the verdict. The legal system should therefore regulate what lawyers present before the court because some lawyers discuss issues that are not relevant to a current case such as past crimes of the defendant which influences the verdict of the jury on the current case (Lat, 2003).

Some cases include involvement of the media causing a great influential impact on the ruling phase (Lynch & Haney, 2009). It is true that judges use evidence to give a ruling but external influence such as the media who would exaggerate the public perception of the accused persons may determine the direction of the sentencing. Many judges are influenced by malicious information against the accused persons which would not be unnecessarily true. But the great influence of the media on court sentences falls on the jury (William, 2004). The manner in which the defendant is portrayed by the public via the media usually leads to unfair sentences. The impact of the media is especially felt during the sentencing phase of cases that involve media coverage. Furthermore the media and the public may glorify an individual who would be guilty of a crime and thus influencing the jury who would give a verdict in favor of criminals. Therefore the legal system should limit the media impact on court proceedings by regulating the participation of defense and prosecution teams in media interviews which relate to the case.

The sentence phase during the court proceedings usually comes after processes which enable the deciding organs to analyze the conduct of the accused in regard of the legal systems so as to determine the most appropriate ruling for the defendant (Bibas, 2001). For fair sentencing, all processes that precede the sentencing phase must involve all participants of the court proceedings so that the sentencing phase reaches informed rulings. The sentence phase is not the final process of court proceedings since both parties of the case have a right of resisting the verdict up to a specific level of appeal in a higher court in the legal system (William, 2004). Despite the provision for appeal, most appeals fail to succeed and thus making the appealing party to loose confidence in the legal system especially when the defendant is innocent. Therefore the legal system should give sufficient amount of time for the court of appeal to reexamine all evidence and rulings on the appeal case so that defendants are given their right for fair trial.

Complexities during the ruling phase may include annulment of a verdict. This usually happens when irregularities in the court procedures are detected. However, most legal systems give a unique definitive sentence which can only be overruled by the court of appeal (Hurt, 2008). The court procedures should be monitored in relation to the ethics of law practice so that the cases of annulment of verdicts due to court irregularities can be minimized as much as possible. Prevention of verdict annulment through proper court procedures will boost the public perception on the legal system.

The sentencing phase of a common law system usually occurs the defendant has been convicted of a specific crime or crimes but the civil law system the judge normally pronounces a ruling by merging the guilt and the sentence phase (Lynch & Haney, 2009). This shows that the speed of sentencing varies depending on the nature of a crime. Judges usually set dates for serious offenses as opposed to minor offenses in which sentencing usually occur immediately. However in some legal systems, a minor offender may be subject to long waiting for the day of sentencing causing a lot of anxiety (William, 2004). The legal systems should provide a framework for sentencing that occurs as soon as possible to relieve families and relatives of the tension that results from a prolonged waiting for a ruling. On the other hand, it is arguable that sufficient time should be provided to both parties so that they are fully prepared to defend or prosecute so that all evidence is presented. In addition, judges may require more time to reexamine the evidence and analyze it so that they would make accurate decisions. This is likely to result into a fair trial and sentence.

The justification of the sentence phase which leads to punishment of the convicts includes deterrence, rehabilitation, incapacitation and retribution. However sentencing normally involves more that one justification (Lat, 2003). Deterrence means that criminals are prevented from engaging in future criminal activities against the society (Bibas, 2001). The courts should prove that the defendant is guilty beyond reasonable doubt before giving a punishment because it would not be logical for deterrence against an individual who did not commit the crime in the first place. Therefore it can be said that the justification of the punishments given to convicted persons should be clearly presented by the ruling organs so that the involved parties could be convinced or contented with the sentence.

 

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Project You are required to complete a Currency Watch and Hedging project. This project is not a tea

Project You are required to complete a Currency Watch and Hedging project. This project is not a team project. The project should reflect your own effort, understanding, and analytical ability. The project paper should not exceed five pages, excluding tables, figures, and references. The paper must be typed, double-spaced, and free of editorial errors. Project Description. This project involves a foreign exchange rate watch over a certain period and then using available (traded or non-traded) instruments to hedge the currency exchange risk. Each student will track the changes in a foreign currency exchange rate (per U.S. dollar) for the period April 4, 2013 to May 28, 2013 as reported in The Wall Street Journal (WSJ). Currency to watch is Australian Dollars ( AUD). The selection will be on a first come, first serve basis. No more than two students can pick the same currency; preferably,You should State witch Currency Appreciate/Depreciate and why did it appreciate/Depreciate and by how much or what %. Your project report should include a table showing the dates and the exchange rates, a graph of the exchange rates, mean and standard deviation of the exchange rates, and two-to-three page explanation of the causes of daily exchange rate changes. You may want to track the news reported or articles published in WSJ and in other financial media about the political events, interest rates, inflation rates, estimates of growth rates in gross national product, intervention by the central bank, and money supply in both the United States and foreign country. Such information should be presumably useful in finding the causes of daily exchange rate changes. You should cite articles published in WSJ and other outlets in your explanation of variation in daily exchange rates following dates should be April 4th April 18 May 2nd May 16th May30th basically its a 2 weeks gap in between. you could use any sources and cite them.

 

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1. [5] Experiment with the effects of outliers on linear regression. For a given (x, y) data set,…

1. [5] Experiment with the effects of outliers on linear regression. For a given (x, y) data set, construct the best fitting line. Repeatedly delete the point with the largest residual, and refit. Is the sequence of predicted slopes relatively stable for much of this process?

2. [5] Experiment with the effects of regularization on linear/logistic regression. For a given multi-dimensional data set, construct the best fitting line with (a) no regularization, (b) ridge regression, and (c) LASSO regression; the latter two with a range of constraint values. How does the accuracy of the model change as we reduce the size and number of parameters?

 

 

 

 

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1. Create a Python script that computes the number ofsongs that can be stored on a flash drive in a

1. Create a Python script that computes the number ofsongs that can be stored on a flash drive in a digital musicplayer. Background information:

>the default bit sampling rate for ripping a CD intothe         iTunes AACmusic format is 256 kbps

     •for data sampling purposes, ‘k’ is10^3

     •the ‘b’ stands for bit, the fundamentaldigital storage      unit

     •’kbps’ then is 1000 bits / second ofencoded music

>the average song lasts 4 minutes

>flash drives range in size from from 2GB to 160GB

     •for storage purposes, ‘G’ is 2^30

     •the ‘B’ stands for byte, a digitalstorage unit consisting of 8 bits Compute:

Using the above data, create a Python script that reports theaverage number of songs an 8GB flash drive can hold. . . .

 

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Think about products that you would love to see revamped to meet your needs or a new product that ha

Think about products that you would love to see revamped to meet your needs or a new product that has not yet been created.

 

  • On a PowerPoint Presentation show a picture of the product that you would like to see revamped. 

  • Describe the changes you would like to see and why

     

  • Suggest who the target market is for your new creation.

    I have to put audio to the PowerPoint stating the changes

    • Posted: 4 years ago
    • Due: 07/02/2016
    • Budget: $3
     

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    Identify a real organisation and product to promote. You must then complete an Integrated Marketing

    Identify a real organisation and product to promote. You must then complete an
    Integrated Marketing Communications (IMC) Plan for that organisation.
    Depending on the company you choose, you may have access to extensive information such as the companys marketing strategy through
    the company website and, possibly, annual reports and accounts. You may need to make assumptions, but these should be based on full
    and sensible analysis of existing material such as advertising campaigns, case studies, journal articles and other media coverage.
    You must demonstrate a high level of analytical skills and sound interpretation to justify your suggestions. You are expected to research
    widely to obtain information, however you must not “cold call” organisations indiscriminately. It is best to make full use of secondary
    information that is available to the public either via the companys website or PR department or databases. If you have personal contacts in
    companies you may use them. Students who do not have any business contacts will not be disadvantaged. Use of secondary data is quite
    adequate to gain an excellent grade for this project. Most marks will be allocated for good analytical skills, sound decisions and appropriate
    recommendations.
    Guidance for Integrated Marketing Communications (IMC) Campaign Assignment
    The following points need to be considered when developing your promotional campaign:
    1. You need to understand who your target segment is. You should develop a profile of the typical member(s) of the segment(s). This will help for example, to determine which media you should use. What is the positioning strategy for this product? What marketing objectives are there for this product?
    2. You should have clear communication and sales based objectives in mind that support the above marketing objectives for each of the forms of marketing communications you use. For example, a typical objective might be – to have awareness of by our target segment of our brand of 90% using advertising in order to generate sales that will lead to our market share marketing objective of 25%.
    3. The IMC campaign is of 12 months duration. You need to allocate the budget for both the creative strategy and media strategy.
    4. For your creative strategy you will need to consider the following issues for each of the elements of the marketing communications mix that you will use:
    • Message theme and strategy
    • Message appeals and execution styles
    • Taglines
    • Sources or spokesperson used (if needed
    • Please develop a print ad and place in an appendix.)
    5. For your media strategy you will need to determine which specific media you will use, the scheduling (see sample media schedule) and so on. For example, for TV you should refer to the OzTam website to ratings for various channels and/or TV programs.
    6. You should develop and justify a budget to implement both your creative and media strategies.
    7. You will need to consult the following chapters in the text to help in your preparation of the report:
    • Chapter 4 for defining your target segment and positioning strategy
    • Chapters 5 and 6 for setting objectives, budget and creative strategies
    • Chapters 7 for traditional media strategy
    • Chapters 8 -12, for marketing communications other than pure advertising

     

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