Statistical Analysis of the Missing Values Assignment

Statistical Analysis of the Missing Values - Assignment Example This research is being carried out to evaluate and present the two cases that are defined as outliers because visual inspection reveals that they are several multiples of the standard deviation removed from the base pay range that accounts for 99.5% of all cases. It is highly probable that cases 158 and 379 are managers only because their base pay are more than twice the highest base pay levels of everybody else. Otherwise, there is no telling from their age or educational qualifications. One therefore runs the variant of the two-sample t-test with unequal variances assumed. The result (overleaf) shows, first of all, that the variances for gender and basic wage are truly worlds apart. This stands to reason, given the respective ranges of the two variables. Secondly, the output reveals a computed t value of 67.51 which is so high that the associated p statistic is microscopic: 0.21 with 219 leading zeroes. At 399 degrees of freedom, t = -67.51, p < 0.001. Going by the outcome of the t -test reported in item #5 above, we can reject the null hypothesis that there is no difference in basic pay by sex. The computed difference in item 6 is statistically significant. The output overleaf shows that the calculated F value is associated with a very low significance statistic, p < 0.05. This means we can safely assume that the variances for the two variables are not equal. Recognizing at this point that the Excel â€Å"Data Analysis† setup for the F test returns erroneous output, we change the way the variable ranges are defined and obtain a different result this time. The F statistic is now just 1.21 and the associated significance statistic is p > 0.05. This leads us to assume that the variance of bonuses across gender is equal. Accessing the two-sample t-test with equal variances assumed, one finds that the calculated t statistic is 0.99, for which the one-tailed p-value is p=0.16.

Financial Analysis of Tesla Motors Research Paper

Financial Analysis of Tesla Motors - Research Paper Example Tesla Motors, Inc is an automobile company, which was established in the year 2003. The company headquarters is located at Palo Alto, California, in the United States. The company specializes in the design, manufacture, and sale of electric cars and electric vehicle power train components. The Tesla Motors, Inc is presently listed in the National Association of Securities Dealers Automated Quotations. Apart from private investors the Toyota Group, which has a 10% stake in the company and the Daimler Ag, which has a 4.7% stake in the company, also own the company.   Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚   One of the most revered products produced by the company is the Tesla Roadster, which was the first fully electric sports car that it produced, followed by the Model S, which is a fully electric luxury sedan. Additionally, the company is also revered for the production of electric power train components such as the lithium-ion battery packs that are normally sold to other automakers such as the Toyota Motor Company and the Daimler Motor Company, which is the manufacturer of the Mercedes Benz brands.   Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚  Ã‚   It is noted that despite being in operation since the year 2003, the company was only able to post its first profits, which was $11.2 million US dollars in the first quarter of 2013. According to the company’s Chief Executive Officer, its plan for the future is to become an independent automaker. with the capability

Art and Culture Essay Example for Free

Art and Culture Essay Art and culture are two terms which can never be separated and are deeply interlinked. Art refers to the quality, creation, appearance, or realm, based on aesthetics of what is beautiful, appealing, or is completely out of the ordinary. Art has many facets like theatre, paintings, music and other kinds of visual and abstract art. It has been seen that different cultures have different kinds of art because art of a country always reflects its culture, traditions and norms. The thoughts, ideas, rules routines and famous signs and symbols common among the people of an area are displayed through art. A particular culture develops gradually and if its components are embedded in a family, generation or several generation this culture becomes permanent and its language and traditions become an imperative part of the society. By language, one does not only mean verbal enunciation of people to communicate but it also means communication through music, poetry, architecture etc. These cultural representatives show both meaning and value of art creation and more deeply the reason and value for the civilization taking place at that time. Each kind of art is an expression; it is the expression of human beings who exist as a part of culture. Therefore, culture and art go side by side and cannot be deemed as completely different phenomena. American culture and art have an old bondage. Pop Art became popular extending from America to all over the world in 1950’s and 60’and instantly became a very popular and widely accepted image of a modern America. Pop Art incorporates hard edges and displays the real life style. Warhol who is considered to be the father of Pop Art created and popularized its concept; pop art is a representative of the cultural aspects of society and is also deemed as abstract expressionism (Mamiya, 1992). The signs, symbols and artifacts represented by Pop Art are based on true American culture rooting from history. Another example is the local cultural activities that take place in the form of theatre, musical shows and dance. The visitors from all over the world come to enjoy the cultural activities at different venues in New York and Chicago such as Dallas Museum of Art, M Morton H. Meyerson Symphony Center and the Nasher Sculpture Center (Sherman, 2009). These activities are a true depiction of the American society and portray its traditions, values, norms and preferences in the form of art. References Mamiya, C. J. (1992). Pop art and consumer culture: American super market. CA: University of Texas Press Sherman, L. (2009). America’s Cultural Tourism Capitals. Retrived 21st March 2013 from: http://www.forbes.com/2009/08/20/america-culture-capitals-lifestyle-travel-arts.html

Synthesis of API’s and API’s based Derivative

Synthesis of API’s and API’s based Derivative Title of Proposed Project: Efficient synthesis of API’s and API’s based Derivative for their Structure Activity Relationship and Pharmacokinetics Profile Project Details Project Summary This project concern with the establishment of organic synthesis facilities in Department of Chemistry, UNIVERSITY OF KARACHI. The established facilities will be used for the training of BS/M.Sc./MS/M.Phil. And Ph.D. scholars in the field of Organic Synthesis. In this project we will focus on the establishment of synthetic organic laboratory, the synthesis of the two API’s (Secnidazole Atenolol). We are requiring the following basic facilities which we want to establish by this research project. Facilities required for: Organic Synthesis Fuming HOODs for save, non-hazardous and smooth working at the moment. Inert atmosphere working conditions since many organic reactions requires inert condition. Safety equipment’s i.e. firefighting equipment’s, washing shower in case of chemical accident and first aid facilities. (UPS) as regular power breakdown results in the unsuccessful reactions and causing faults in the electronic instruments. UV lamp as processing of many reaction monitor under UV light. Rotary evaporator Partial availability of glass wares. MAS-II Microwave workstation for repaid synthesis of APIs. Proposed Goals / Objectives Hypothesis / Basis of research The purpose of this project is to setup a laboratory which can design (Organic Synthesis) and synthesize (Organic Synthesis) the APIs for the local Pharmaceutical industry along with the establishment of the required facilities. The following APIs will be synthesized. ATENOLOL Efficient Synthesis of Atenolol. Synthesis of Atenolol based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile SECNIDAZOLE Efficient Synthesis of Secnidazole Synthesis of Secnidazole based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile Goals / Objectives Boost up economy of Pakistan Synthetic solution for local industry. Provide sufficient amount of these drugs to common people. INTRODUCTION API stands for active pharmaceutical ingredients and its covers a lot of pharmaceutically active compounds which has great importance in industry as well as to common people as the insufficiency of these drugs causes hundreds of death. Due to the importance of API we decided to work with the synthesis of API as it will create the impact of API research on national level. The synthesis of API could decrease the import bill of such active ingredient in Pakistan and also opens the opportunity of job. This project could provide a platform to save the foreign currency reserves and supply sufficient amount of drugs to common people at low cost. Ours Efforts will be enabling to purpose the more efficient synthesis of complex molecules. In this project we have design the synthesis of the following APIs ATENOLOL Efficient Synthesis of Atenolol. Synthesis of Atenolol based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile SECNIDAZOLE Efficient Synthesis of Secnidazole Synthesis of Secnidazole based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile 4a) Background of the Research Problems to be addressed Secnidazole (Part: A) Efficient Synthesis of Secnidazole Secnidazole is a molecule which belongs to the class of 5-nitroimidazole and it is considerably more effective than other imidazole drugs. It is the important API required for the local industry. However it has been used for the treatment of amoebiasis, giardiasis, urogenital trichomoniasis and nonspecific bacterial vaginosis and also a gel formulation of secnidazole was developed for the treatment of periodontitis. . All nitroimidazoles are synthetic drugs such as metronidazole. Tinidazole, dimetridazole, secnidazole and ornidazole. Among all these we selected secnidazole because of its High efficacy. Secinidazole is the mainly use for antiprotozoal activity and its single dose possess three days anti protozoal activity. Figure 1: Chemical Structure IUPAC Name:1-(2-methyl-5-nitro-1H-imidazol-1-yl) propan-2-ol Figure 2: Proposed Two-Step Synthesis route for Secnidazole After observing the reaction condition and UV-Vis absorption, FTIR, ESI-MS and NMR results. The purposed scheme will be optimized. Synthesis of Secnidazole based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile Pharmacological and pharmacokinetic properties of existing drugs can be enhanced by chemical modifications. A prodrug (drug transporter) formation is a great approach to improve and modify the physio chemical properties of the drug, boost up its concentration at the site of action, extend its period of action and decrease its toxicity. Regarding 5–7% of drugs approved worldwide are categorized as prodrug. Prodrugs are the reversible, inactive or less active derivatives of a drug. Prodrugs are hydrolyzed either by enzymatically or non-enzymatically to discharge parent drug while the co-drugs (mutual prodrug) are the special type of prodrug in which two or more pharmacologically active pro moieties exist via chemical bond to release two or more parent drugs upon the cleavage of bond by enzymatically or chemically. The variety of chemical linkages used in the formation of Prodrugs. Although the ester formation is common followed by imides, amide and carbamate derivative. Thatâ₠¬â„¢s why in this project our aim is to synthesize the prodrug for its better mode of action and their structure activity relationship and their pharmacokinetics profile. ATENOLOL (Part: B) Efficient Synthesis of Atenolol Atenolol (ATN) belongs to the class of drug called beta-blockers. Beta-blockers (beta adrenoreceptor antagonists) are basically competitive inhibitor that’s inhibits the action of stimulating hormones on beta adrenergic receptors in the nervous system. Atenolol works by competing for receptors sites on cardiac muscle. This slow down the strength of heart‘s contractions and reduce its oxygen requirements and the volume of blood it has to pump. Atenolol is one of the extensive used active pharmaceutical ingredients (API) for the treatment of Hypertension, myocardial infarction (Heart attack), Arrhythmias (rhythms disorder), Angina (chest pain) and disorder arising from decreased circulation of blood. Figure 1: Chemical Structure IUPAC Name:2-[4-[2-hydroxy-3-(propan-2-ylamino) propoxy] phenyl] acetamide Figure 2: Proposed Two-Step Synthesis route for Atenolol The stereochemistry is important for any molecules. In atenolol (S) isomer is important for its activity the opposite (R) enantiomer may be responsible for the side effects. There have been considerable efforts done in the preparation of enantiomerically pure(S) confirmation Synthesis of Atenolol based derivatives for Structure-Activity Relationship Studies (SARS) and their pharmacokinetics profile On the basis of the importance of prodrug (mention above part) our aim is to synthesize the prodrug for its better mode of action and their structure activity relationship and their pharmacokinetics profile. 4B.RESEARCH PLAN/ METHODOLOGY: SCHEDULE/PHASING Establishment of Organic Synthesis Facilities: In the starting 1st months of this project all the basic and reaction requirement apparatus and glassware will be installing. Efficient Synthesis of SECNIDAZOLE: After initialization, the starting 3 months will be utilized on the proposed and modified efficient synthesis of Secnidazole to get the maximum yield of required API at minimum cost. Synthesis of SECNIDAZOLE based derivatives for SARS: In the 5th and 6th month modification on the molecule of Secnidazole will be applied and study their pharmacokinetics profile Synthesis of ATENOLOL: In the period of 7th to 9th month of the project efficient synthesis of atenolol will be done Synthesis of ATENOLOL based derivatives for SARS: In the period of 10th to 11th month of the project timeline, derivatization of atenolol will be carried out and studied their pharmacokinetics profile Summarize results and expand to new project: At the end month of this project timeline a final project report will be submitted along with findings. Also discuss the achievements and problems faced during this project. 4c) References Secnidazole (Part: A) Larina, Lyudmila, and Valentin Lopyrev.Nitroazoles: synthesis, structure and applications. New York: Springer, 2009. Crozet, Maxime D., Cà ©line Botta, Monique Gasquet, Christophe Curti, Vincent Rà ©musat, Sà ©bastien Hutter, Olivier Chapelle, Nadine Azas, Michel De Mà ©o, and Patrice Vanelle. Lowering of 5-nitroimidazoles mutagenicity: towards optimal antiparasitic pharmacophore.European journal of medicinal chemistry44, no. 2 (2009): 653-659 Wang, She-Feng, Yong Yin, Fang Qiao, Xun Wu, Shao Sha, Li Zhang, and Hai-Liang Zhu. Synthesis, molecular docking and biological evaluation of metronidazole derivatives containing piperazine skeleton as potential antibacterial agents.Bioorganic medicinal chemistry22, no. 8 (2014): 2409-2415. Samanta, Himadri Sekhar, and Samit Kumar Ray. Controlled release of tinidazole and theophylline from chitosan based composite hydrogels.Carbohydrate polymers106 (2014): 109-120. Elias, P. cureforneedy.com 2009, 1-11. Shahid, Hafiz Abdullah, Ejaz Hussain, Sajid Jahangir, and Sammer Yousuf. 1-(2-Methyl-5-nitro-1H-imidazol-1-yl) propan-2-yl acetate.Acta Crystallographica Section E: Structure Reports Online70, no. 3 (2014): o294-o294. Atenolol (Part: B) Chaudhari, Vilas, Syed Hussain, and Milind Ubale. International Journal of Chemical Studies. Kitaori, Kazuhiro, Yoshikazu TAKEHIRA, Yoshiro FURUKAWA, Hiroshi YOSHIMOTO, and Junzo OTERA. A practical synthesis of optically active atenolol from chiral epichlorohydrin.Chemical and pharmaceutical bulletin45, no. 2 (1997): 412-414. Darnle, Subhash V., Prashant N. Patil, and Manikrao M. Salunkhe. Chemoenzymatic synthesis of (R)-and (S)-atenolol and propranolol employing lipase catalyzed enantioselective esterification and hydrolysis.Synthetic communications29, no. 22 (1999): 3855-3862 IMPACT OF PROPOSED RESEARCH The impact of this project will boost up the economy of Pakistan and will decrease the import bill of Pakistan and also increases the exportation. The project also aims to train the man power and create the skillful hand that can provide the better solution to our local industry. This project also creates the networking between the local industry and researcher. This project also contributes in the providing of the medicine to common people at minimum cost. Estimated Budget For The Proposed Research Period: DESCRIPTION PER YEAR Amount (in million Rs) A. Salaries and Honorarium PI: One Month/Year of Basic Pay @ 104000 0.104 (208000) Student Ships @ 20,000.00 per month (two) 480000 0.48 (480000) Secretariat Staff Part-time Lab Attendant @ 1500 PM 18000 0.018 (18000) Subtotal: (A) 602000 0.602 (602000) B. Permanent Equipment General purpose fume hood @ Pkr 150,000/= (two) 300000 0.600 (600000) The rotary evaporator  ® r 3 focuses and accessories @ Pkr 1500000 1500000 1.500 (1500000) Jacketed reaction apparatus @ Pkr 169650/= (one) 169650 0.1695 (169650) Glassware, hotplates, stirrer, etc. 250000 0.250 (250000) Laptop (dell core 2i) 50000 0.050 (50000) General lab update i.e. Ups and power supply solutions 250000 0.250 (250000) Mas II: microwave synthesis system @ $8000/= (one) 800000 0.800 (800000) Subtotal: (B) 3319650 3.319650 (3319650) C. Expendable Supplies Chemicals and solvents 300000 0.300 (300000) General lab expenditures 100000 0.100 (100000) Spectroscopy techniques 250000 0.250 (250000) Subtotal: (C) 650000 0.65 (650000) D. Others (Literature, documentation, information, online literature search, contingencies, postage, Local Travel Miscellaneous etc). Journal Publication Fee / Online Material (up to Rs.50,000) 50000 0.050 (50000) Stationary/Contingency (10,000/- per year) 10000 0.010 (10000) Participation in local conferences, workshops and winter summer schools by PI and students 10000 0.010 (10000) Audit Fee (Max. Rs 10,000) 10000 0.010 (10000) Accountant Fee (Max. Rs. 10,000) 10000 0.010 (10000) Subtotal: (D) 90000 0.090 (90000) Grand Total (A + B + C + D): 4661650 4.661650 (4661650) JUSTIFICATION Salaries Allowances Two Studentships @ 20,000.00 per month (PM): It is very necessary that at least two full time studentships available to students so that students can perform their work with piece of mind so that they have no need to sort part time jobs to meet their day to day expense Part-time Lab Attendant @ 1500 PM: During period of project operations different kind of tasks are assigned to Lab Attendant in addition to their normal job responsibilities. Therefore it is justified to compensate their work with an honorarium. Permanent Equipment: The Rotary Evaporator and accessories (one): Many organic reactions are in liquid phase and require much more time to evaporate on room temperature that’s why to save time and fast reaction process need rotary evaporator. General Purpose Fume Hood: As many organic reaction, chemicals and solvents are hazardous to human health. For safety and precautionary step need two fuming hoods Jacketed Reaction Apparatus: It is the temperature control apparatus. As many reaction are temperature dependent and monitor through varying temperature. to make reaction efficient we need jacketed reaction apparatus Glassware, Hotplates, Stirrer, refwork etc: These are the basics requirement for organic synthesis as well as we have shortage of these basics needs that’s why we need these General lab updates i.e. UPS and Power Supply solutions: Regular breakdown of power supply has resulted in the failure of organic reactions as well as damage of electronic appliances. Therefore a need to establish backup of power supply. Expendable supplies Chemicals and solvents: These play key role in all reaction either organic or inorganic and no one can performed reaction without this so these funding are fully justified General Lab Expenditures: these are the basic need for researcher to meet day to day expenses Participation in local conferences, workshops and winter/summer schools by PI and students: These funding are required to communicate our work on national and international level. Also learn gain information from their experience

Suicide :: essays research papers

Nobody chooses to be born but we all have the option to take our own life. Teenagers face many problems in today's society. Depression, gangs and drugs are all negative pressures on adolescents. Suicide,( a very serious issue) seems to come up more and more often. "I am depressed, ashamed of my looks, I have no friends†¦nothing," a troubled teenager would say, "Killing myself is the only solution." Is it? According to statistics, "suicide is the third leading cause of death among young people 15 to 25 years of age, following unintentional injuries and homicide". Across the country, psychologists are treating the "suicidal teenager" with counseling and even medication. Family and friends are also very supportive. But who is to say if one should live or die. When we are born we live until we die, but when is that? When you get run over by a car? Drown? Executed, or when you kill yourself? Society tends to put a lot of pressure onto those people with mental and physical disabilities. Making them feel like something is seriously wrong. Some people believe that being homosexual is wrong and all gays should be wiped of the face of the earth. Why do they believe this? Because in the way that they were raised their environment taught them that being gay is wrong. In our society today anything said or done can be easily expressed incorrectly and therefore misunderstood. There is always someone that is going to dissect and analysis each and everything someone says or does. Leaving people hopelessly misinterpreted. There is no truth in what people say the only truth is whatever you want to believe. Some people may believe that an effective way to make a statement is by committing suicide. Born only to die. What is life? Is it going to school, getting a good job, making lots of money or committing suicide? It depends on what your values and morals are. We are all going to die eventually, but it doesn't have to be now. If problems appear there is always a solution, it is your option what to do about it and killing yourself should not be an option. No one has the right to say self-murder is wrong, it may be stupid but if you select to kill yourself it is you that decides what life is. I have had a few friends who have seriously considered ending their life.

Analysis of Various International Environmental Conflicts Essay

Throughout the world, conflicts over environmental issues abound. As technology progresses and our world continues to become more interconnected, an understanding of the worldà ¢s environmental crises is important and necessary for the well-being of both humankind and the environment. This paper addresses and comments on the issues presented in the following books: Ecology of an African Rain Forest by Thomas T. Struhsaker, Green Guerillas edited by Helen Collinson, NIMBY Politics in Japan by S.Hayden Lesbirel, Where Environmental Concerns and Security Strategies Meet by James A. Winnefeld and Mary E. Morris, and Innovations in International Environmental Negotiation edited by Lawrence E. Susskind, William Moomaw and Teresa L. Hill. Innovations in International Environmental Negotiation has not been given a specific section for discussion, but is referenced in the section covering Where Environmental Concerns and Security Strategies Meet. Where Environmental Concerns and Security Strategies Meet This book is interesting in the way that it draws a particularly strong link between political (domestic and international) conflict and environmental crises. The authors chose to focus on environmental crises and conflicts in the Middle East and in East Asia, but the concepts discussed could easily be applied to political conflicts with underlying environmental crises worldwide. In traditional methods of security strategy policymaking, environmental issues are often given little thought and are directed to separate governmental departments. However, the authors propose that not only do environmental crises often increase the risk of political conflicts, but they can also worsen the conflict itself as well as the outcomes and damage incur... ...dressed not only from an environmental perspective, but also from both a global and a socioeconomic perspective. References Collinson, Helen ed. Green Guerillas: Environmental Conflicts and Initiatives in Latin America and the Caribbean: A Reader. (1996) London: Russell Press. Lesbirel, S.Hayden. NIMBY Politics in Japan: Energy Siting and the Management of Environmental Conflict. (1998) Ithaca, NY: Cornell University Press. Struhsaker, Thomas T. Ecology of an African Rainforest. (1997) Gainesville, FL: University Press of Florida. Susskind, Lawrence E., William Moomaw and Teresa L. Hill ed. Innovations in International Environmental Negotiation. (1997) Cambridge, MA: PON Books. Winnefeld, James A. and Mary E. Morris. Where Environmental Concerns and Security Strategies Meet: Green Conflict in Asia and the Middle East. (1994) Santa Monica, CA: RAND.

Pride and Prejudice Essay

The concept of love is developed and endured throughout an healthy relationship in Jane Austen’s novel, Pride and Prejudice. She successfully incorporates different examples of marriage in nineteenth century and distinguishes the perfect marriage from the hopeless marriage. The definition of authentic love is caring for someone unconditionally. It means putting someone before yourself and not asking for anything in return. There are a variety of different examples of marriage in the novel, but Elizabeth, Jane, and Lydia’s marriages are the best examples of a perfect marriage, easily-influenced marriage ,and a hopeless marriage. It is emphasized that Elizabeth and Darcy will have the happiest marriage within the novel because of their commited relationship with each other. The perfect marriage between a man and a woman in the nineteenth century would probably be centered around Elizabeth and Darcy’s marriage. Elizabeth’s character was always honest to herself and especially to others. Her defiant attitude made her stand out from the rest of the women according to Darcy. Although Elizabeth did not love Darcy at first, her loved developed through the ups and downs of their relationship. Once Darcy figured out that he could not win the heart of Elizabeth by lying and being prideful, he started to change for the better good of their relationship. Elizabeth fell head over heels for Darcy and accepted his proposal, â€Å"The happiness which this reply produced, was such as he had probably never felt before; and he expressed himself on the occasion as sensibly and as warmly as a man violently in love can be supposed to do† (Austen 200). Once she realized that he had a change of heart and his affectionate love for her was unconditional, Elizabeth knew that her marriage with Darcy would be one to last for a life time in complete and utter happiness. Love at first sight is not authentic in some cases. It takes time to love one another to recognize each others flaws and weaknesses. The ability to overcome our flaws and problems with our significant other helps us to develop authentic love with our partner. Jane and Bingley’s relationship was not produced over time, yet they knew that they were soul mates after two dances at the ball. The reason why Bingley came into town was to find a wife; â€Å"It is a truth universally acknowledged, that a single man in possession of a good fortune, must be in want of a wife† (Austen 1). Their marriage and relationship will probably be amusing and entertaining in the beginning, but their marriage will sooner or later fall apart. Since they barely knew each others faults and weaknesses before they entered into marriage, their relationship might crumble because of the lack of stability each other has in their relationship. Jane and Bingley’s character are both described as innocent people in society. For example, Elizabeth describes Jane’s character as, â€Å"Affectation of candour is common enough— one meets with it everywhere. But to be candid without ostentation or design— to take the good of everybody’s character and make it still better, and say nothing of the bad— belongs to you alone† (Austen 29). Rather than making their own decisions, they usually obey the commands of others and depend on other people’s judgments. The main reason why many people elope rather than marry into a relationship is due to the fact that they want to make their relationship official as soon as possible. A rushed marriage will only cause more problems because it is partially due to get it over with, or to hide their relationship from the people that they love. Lydia and Wickham’s marriage was an elopement rather than a real marriage. Both characters acted upon their foolishness instead of their heart and mind. Lydia’s character was described as, â€Å"Her character will be fixed, and she will, at sixteen, be the most determined flirt that ever made herself and her family ridiculous. A flirt, too, in the worst and meanest degree of flirtation; without any attraction beyond youth and a tolerable person; and from the ignorance and emptiness of her mind, wholly unable to ward off any portion of that universal contempt which her rage for admiration will excite. In this danger Kitty is also comprehended. She will follow wherever Lydia leads. Vain, ignorant, idle, and absolutely uncontrolled! (Austen 156). Infatuation also played a huge part within Lydia’s relationship towards Wickham. He knew that he could easily sweep Lydia off her feet because she was the youngest and most immature one in the Bennet family. Wickham was self-indulgent in his plan to fancy Lydia. All Wickham ever wanted was money and pleasure, he did no care for Lydia as much due to his self-contempt. Since Wickham was in finnancial trouble with creditors, he made the foolish mistake of eloping with Lydia to get out of town. His decision proved that he did not care about Lydia’s reputation, but only himself’s. Although love may develop in a variety of ways, there should still be the distinction between infatuation and authentic love. Infatuation does not last as long as authentic love does, rather it sets a person up for heart breaks and instability. The elopement of Lydia and Wickham are the perfect example of infatuation because Lydia only loved Wickham for his devious ways of fancing her and Wickham only loved Lydia for her money and her being as an excuse to get out of town. Jane and Bingley’s marriage defined love, but not authentic love. They knew each other’s strengths and priorities, but they did not know each other’s flaws and weaknesses. Both Jane and Lydia’s marriage are the ones to be slightly less felicitous compared to Elizabeth’s marriage because they did not with hold the unconditional love that Darcy and Elizabeth had for each other. In order to have a healthy long-living marriage, both persons within the relationship need to know each other’s strengths and weaknesses, and are willing to help one overcome their flaws. The love they should have for each other should be based upon the love that Darcy has for Elizabeth. He put Elizabeth before himself and his problems in order to prove his devotion towards her. Austen made Elizabeth and Darcy’s relationship the ideal marriage in order to show society how a man and woman should love each other.