Recent orders

Mat section 8X

Mat section 8

Name

Professor

Institution

Course

Date

Description

The unemployment data is important to the United States in making macro and microeconomic policies (Rufus, 2010). The average of the unemployment is 7.767, which is the general average of unemployment in all the states. However, at 95% critical value, the standard deviation is 1.88 while the variance from the mean is 3.554. This shows that the variances between the figures of mean are large enough. Cowan, (2012), the disparity is large due to the economic activities and endowment of various regions. On the other hand, the Skewedness is less than 4 and the Kurtosis is less than then 2, this means that the data do not violate the assumptions of the statistical analyses. The Skewedness and kurtosis is within the acceptable limits (Gary, Elder, Fast &, Hill, 2012; Kimberly, 2007).

Descriptive statistic

Anderson-Darling A-Squared 0.100

p 0.996

95% Critical Value 0.787

99% Critical Value 1.092

Mean 7.767

Mode 6.800

Standard Deviation 1.885

Variance 3.554

Skewedness -0.016

Kurtosis 0.102

N 52.000

Minimum 3.300

1st Quartile 6.600

Median 7.900

3rd Quartile 9.000

Maximum 12.600

Confidence Interval 0.525

for Mean (Mu) 7.242

0.95 8.292

For Stdev (sigma) 1.580

2.338

for Median 7.000

8.300

.

Anova: Two Factor With Replication α 0.05 SUMMARY Data1 Total Nevada     Count 2 2 Sum 23.7 23.7 Average 11.85 11.85 Variance 1.125 1.125 Rhode Island     Count 2 2 Sum 21.2 21.2 Average 10.6 10.6 Variance 0.08 0.08 Mississippi     Count 2 2 Sum 20.3 20.3 Average 10.15 10.15 Variance 0.125 0.125 North Carolina     Count 2 2 Sum 19.7 19.7 Average 9.85 9.85 Variance 0.005 0.005 Georgia     Count 2 2 Sum 19.2 19.2 Average 9.6 9.6 Variance 0.02 0.02 Michigan     Count 2 2 Sum 18.4 18.4 Average 9.2 9.2 Variance 0.02 0.02 Indiana     Count 2 2 Sum 18 18 Average 9 9 Variance 0 0 Oregon     Count 2 2 Sum 17.6 17.6 Average 8.8 8.8 Variance 0.02 0.02 Arizona     Count 2 2 Sum 17 17 Average 8.5 8.5 Variance 0.08 0.08 Washington     Count 2 2 Sum 16.9 16.9 Average 8.45 8.45 Variance 0.005 0.005 Connecticut     Count 2 2 Sum 16.3 16.3 Average 8.15 8.15 Variance 0.005 0.005 Ohio     Count 2 2 Sum 16.1 16.1 Average 8.05 8.05 Variance 0.005 0.005 New York     Count 2 2 Sum 15.9 15.9 Average 7.95 7.95 Variance 0.005 0.005 West Virginia     Count 2 2 Sum 15.7 15.7 Average 7.85 7.85 Variance 0.005 0.005 Arkansas     Count 2 2 Sum 15.3 15.3 Average 7.65 7.65 Variance 0.005 0.005 Delaware     Count 2 2 Sum 14.7 14.7 Average 7.35 7.35 Variance 0.005 0.005 Wisconsin     Count 2 2 Sum 14.1 14.1 Average 7.05 7.05 Variance 0.005 0.005 Louisiana     Count 2 2 Sum 13.6 13.6 Average 6.8 6.8 Variance 0 0 Montana     Count 2 2 Sum 13.5 13.5 Average 6.75 6.75 Variance 0.005 0.005 Hawaii     Count 2 2 Sum 13.2 13.2 Average 6.6 6.6 Variance 0 0 Kansas     Count 2 2 Sum 12.5 12.5 Average 6.25 6.25 Variance 0.005 0.005 Oklahoma     Count 2 2 Sum 12.1 12.1 Average 6.05 6.05 Variance 0.005 0.005 Wyoming     Count 2 2 Sum 11.5 11.5 Average 5.75 5.75 Variance 0.005 0.005 Iowa     Count 2 2 Sum 10.7 10.7 Average 5.35 5.35 Variance 0.125 0.125 New Hampshire     Count 2 2 Sum 9.3 9.3 Average 4.65 4.65 Variance 0.405 0.405 Nebraska     Count 2 2 Sum 7.4 7.4 Average 3.7 3.7 Variance 0.32 0.32 Total     Count 52 52 Sum 403.9 403.9 Average 7.767308 7.767308 Variance 3.554008 3.554008 k

.

X

Exercise 1

Ho: Saint Leo University is the largest of the three catholic Universities in Florida

H1: Saint Leo University is not the largest of the three catholic universities in Florida

23 20

12 12

23 45

67 11

46 13

25 23

45 21

89 15

t-Test: Two-Sample Assuming Unequal Variances  0.05

Equal Sample Sizes   Data1 Data2

Mean 41.25 20

Variance 680.7857 122

Observations 8 8

Hypothesized Mean Difference 0 df 9 t Stat 2.121 P(T<=t) one-tail 0.031 T Critical one-tail 1.833 P(T<=t) two-tail 0.063 T Critical Two-tail 2.262  

Decision

Reject Null Hypothesis because p < 0.05 (Means are Different)

Exercise 2:

The sample data is as shown below: 62, 67, 71, 74, 76, 77,

formula

This is also expressed as

Course assignment Assignment Grade Percentage of Course Grade

A 62 10

B 67 10

C 71 30

Total Percent Listed 50 Course Average for Listed Assignments 68.4 References

Rufus K., (2010). “Unemployment rates – Unemployment rates by State”. CNN Money,

Kimberly H., (2007). “What is the difference between seasonally adjusted and non-seasonally adjusted data?” Nebraska Department of Labor.

Cowan G., (2012).Statistical Data Analysis. Oxford Science Publications. Oxford.

Gary M, J. Elder, A, Fast &T. Hill (2012), publisher Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications.NY Sage

Missing Microbes

Name

Professor

Course

Date

Missing Microbes

The book Missing Microbes: How the Overuse of Antibiotics is Fueling Our Modern Plagues by Dr. Martin Blaser challenges the belief that many hold that antibiotics may not cause any harm. Dr. Martin explores the extensive research that he has done and asserts that antibiotics may affect us in the long term. He compares antibiotics too ice cream in his book to point out how they can be both good and harmful, “I’m not against antibiotics any more than I’m against ice cream – both great at serving their purpose – but sometimes there can be too much of a good thing” (Blaser, pg. 122). Antibiotics have helped many people recuperate when they have infections and Dr. Blaser also accepts that these drugs have helped cure his loved ones from various illnesses including typhoid and fever.

In writing his book, Dr. Blaser reflects back to a golden age in medicine whereby antibiotics were to go to drugs when patients suffered from infections such as meningitis tuberculosis, scarlet fever among other diseases. However, he is quick to point out a distinction between the age when antibiotics cured meningitis and how they are now being used. He points out the liberal and reflexive use that he points out is more common now for example a person suffering from upper respiratory tract infection is likely to be given antibiotics and this is contributing to the problem on use of antibiotics. Blasler’s argument is that although antibiotics kill bacteria, they may be killing too many. He believes that the wide use of antibiotics is leading to the extinction of certain species by maiming invisible organ that may be important in keeping us alive. Microbes that resides in our bodies have co-evolved and losing them translates to loosing certain parts of ourselves

In pointing out the effect of killing these microbes, Blaser attributes obesity as a result of messing with microbiota. In one of his research where mice were being given antibiotics, they had more fat in their bodies. Children who receive antibiotics in the first six months of their life are likely to gain weight. He also associates certain chronic conditions such as IBD, diabetes, allergies, celiac and autism to the fact that certain microbes may be missing (Blaser, 121). Blaser raises concerns that the microbe’s problem is getting worse as children born in different generation have reduced microbiota. He also covers the issue of antibiotic resistance on how antibiotics kill all bacteria except this that have developed resistance and they flourish in the body. He drives the point that soon drugs will be powerless towards certain infections.

Blaser’s arguments affects how patients will be treated in the future. An example is banning the use of antibiotics as they are used in fattening of animals that need to be slaughtered. Even if one does not consume antibiotics prescribed clinically they are likely to consume them in meat consumed and may alter the microbiota in the body. Resistance by antibiotics is a clear reason as to why we need to stop using antibiotics carelessly. Bacteria are evolving and soon there will be bacterial infections that will not be treated with the use of antibiotics. Blaser’s arguments led to a discussion on better ways that treatment may be administered without overuse of antibiotics thus ensuring that the microbes are not affected

There has been recent research pointing out that certain intestinal infections are as a result of antibiotics called clostridium difficult. The intestinal infections have proved to be quite a challenge in treating it and at times surgery is needed such as removal of the colon surgically and at times the infection results in death. The evolution and natural selection happening on the antibiotics is resulting in a race between evolution and chemistry as pharmaceutical industries try to create antibiotics that will help destroy these strain of bacteria’s that have developed resistance. There have been concern on the prescription of broad-spectrum antibiotics has contributed to the antibiotic resistance. Physicians have pointed out concern that patients who need antibiotics may begin rejecting them with the fear that it will do harm in the long run yet the patients may be in need.

Prebiotics and probiotics have been suggested as ways that can be used to ensure the alteration of microbes is restored. Probiotics are microbes used in altering the metabolic activities of a microbiota. In the past, probiotics were utilized in animal feeds but with more research being done, they are now available and can be purchased over the counter as healthy foods that are freeze dried. Prebiotics on the other hand are food ingredients mostly the oligosaccharides which escapes digestion in the gastrointestinal tract stimulating the growth of certain bacteria such as lactobacilli and bifidobacteria. Through the use of probiotics and prebiotics it helps in modulation of normal microflora that has proved to be useful to the host (Preidis, pg. 2015-31).

The book clearly points out how certain disease continue to spread by killing as well as disruption of microbes in the body. Microbes have proved to be important in helping fight certain infection. A good example is the gastrointestinal tract which has more than 10 trillion organisms which protect the gut rom colonization by disease causing organisms. They also have other roles including synthesizing of vitamins, braking down food to absorbable nutrients and stimulating our immune system. When these microbes are altered by misuse of antibiotics certain disease causing organism may likely to result. Clostridium defficle coltis is a perfect example as it causes diarrhea. The condition arises after antibiotics get to skew with the normal population of microbiota in the gut favoring toxin-producing organism. These infectious diseases in order to be treated need powerful drugs in order to control them yet this was not the case a few years ago.

Ulcers and stomach cancers are disease that have been attributed to the intake of antibiotics. Helicobacter pylori a bacteria found in the stomach as slowly been eradicated by antibiotics. H. Pylori has often been referred to as the ulcer bacteria. When these bacteria slowly vanish, there are diseases that follow including esophageal diseases and inflammation which may result in heartburn or in worse cases cancer. The bad germ has proved good in protecting esophagus from infection. Although antibiotics will treat an infection, it is less likely that the microbial community will regain the original composition (Keeney, pg. 217-235).

Antibiotic increases susceptibility of humans to salmonellosois. Patients with this bacterium suffer from fever, abdominal cramps and diarrhea. People susceptible to this infection are often people who are immunocompromised for example the elderly or children but recent research has shown people recovering from an antibiotic treatment may be susceptible to this infection. Gut dysbiosis which results from use of antibiotics has a strong correlation with other diseases that include inflammatory bowel disease, rheumatoid arthritis, obesity and atopy. It is for a fact that antibiotics have helped in curing major disease but has also caused collateral damage on the microbiota. It is important to thus look into ways that will ensure intake of antibiotics is not misused.

Works Cited

Blaser, M. J. “Missing Microbes: How the Overuse of Antibiotics Is Fueling Our Modern Plagues (Henry Holt and Company, New York).” (2014).

Keeney, Kristie M., et al. “Effects of antibiotics on human microbiota and subsequent disease.” Annual review of microbiology 68 (2014): 217-235.

Preidis, Geoffrey A., and James Versalovic. “Targeting the human microbiome with antibiotics, probiotics, and prebiotics: gastroenterology enters the metagenomics era.” Gastroenterology 136.6 (2009): 2015-2031.

Misogyny During the Civil Rights Movement

Name:

Professor

Institution

Date

Misogyny During the Civil Rights Movement

At The Dark End of the Street is a book that gives a glimpse into another side of the Civil Rights movement which is on women. When we talk of the Civil Rights movement, the first names to come into our minds are Martin Luther King Jr. and Malcolm X. However, there are other individuals who paid a price for the achievements in the Civil Rights movements but have often be ignored. Danielle McGuire by looking at female civil rights activists and what they had endure including sexual violence and resistance encountered even by the fellow male black activist because of the patriarchy and misogyny that existed in the society.

Throughout the book one can clearly note how McGuire is able to triumphantly lift the successes, fears and the voices of the women that were involved in the civil rights movement. Women during this period rally struggled to have a voice in the society as it was still largely patriarchal. Black women were courageous in taking up their stands and lifting up their voices to take a stand against white supremacy and to demand for equality. It is the women’s voice and their courage to speak that helped the movement garner international outrage and they were also able to intensify campaigns for both justice and human dignity. In giving the struggles these women went through and how they fought for each other, she gives detailed content and scope.

Recy Taylor a black woman who was raped is mentioned in McGuire book. She details how after the investigation into Taylor’s rape, Rosa Park together with other black women from Alabama came together in order to raise money that would help Taylor fight for a fair prosecution of her attackers. The Taylor case set precedent to many cases especially on sexual violence and rape as they now had created a platform where women could talk about sexual violence especially interracial rape and African Americans were now able to destroy white supremacy. Even with the acquittal of Taylor’s attackers, these women did not give up but rather continued to campaign for better treatment of women. The Committee of Equal Justice who wanted to redress the rape cases and sexual violence that occurred in Montgomery city limit teamed up with clergy members. Women including Mary Fair Burks and Joann Robinson in association with Ralph Abernathy teamed up creating the Montgomery Improvement Association. With the support Taylor got, black women had more courage to testify against their attackers who were mostly white and this “dramatically altered the political and legal landscape for black women raped or sexually abused by white men” (McGuire, pg. 249). This would help later generation of women seek justice for themselves

The Rosa Park bus boycott is an important historical event. McGuire points out how the women who were first involved in fighting for Taylors case were quite instrumental in organization of the boycott that highlighted racial segregation. The boycott brought into light other names that have often been neglected in history but are named by McGuire including Melba Patillo, Amelia Boyton, Daisy Bates and Victoria Gray Adams. These are women who were able to defy the south white powers and were instrumental in fighting against the racial segregation laws that had been set including in buses. Women played a role in also bringing cases that “broke with Southern tradition and fractured the philosophical and political foundations of white supremacy” (McGuire, pg. 130) An example is the Browder v. Gayle in 1954 that was important in setting precedent as a case that would be used by activist in eliminating the southern caste system. These movements led to trials and convictions in the south. These women caused a shake up to the laws and brought more weight to the movement and were quite instrumental to the success that were witnessed by civil rights movements although they are rarely mentioned.

Despite the major contribution women made in helping fight in the Civil Rights, movement, men still took on the leadership position and women were not given enough credit for the role they played. Rosa Park may be the most known female civil right activist yet during the bus riot she took part in there were other women took place. Before the Park came into the picture, there were already four women from Montgomery who had refused the laws allowing racial segregation. Women had arranged for car pools and also sold pies and cakes in order to raise money that would enable them get alternate form of transportation. Women seemed to take up background roles in the movement while some it was by choice other knew being a black woman would result in facing both racism and sexism. Men took the helm of leadership on issues that women had already spearheaded for example after the bus boycott which was already making a stir and having an impact, Martin Luther came into the picture. McGuire states that “The enormous spotlight that focused on King, combined with the construction of Rosa Parks as a saintly symbol, hid the women’s long struggle in the dimly lit background” (McGuire, pg. 89) During the first mass meeting he would not even let Rosa Parks address to speak as she was told she had done enough. This took the credit from the women who had begun this revolution.

In dealing with flaws with our heroes, it is important to first recognize that although they were part of spearheading the civil right movement, they took the spotlight from the women who were doing the same. Women were still left out to feel they had no place in the society that they were trying to achieve equality for. It is important to recognize that compared to an African American male, the female had a much harder time as they face both racism and sexism. More scholars should take up the mantle as McGuire did and explore roles women played in building our history as roles of most women have long been shunned.