Statistics Programming – Easing the Pain

Different sets of software are being developed everyday just to ease man with some of his technical works such as in the field of business. These programs are specially designed to make high speed calculations and analysis of the data and come up with a soft copy of information output that can be used instantaneously after the software processes it. Statistics is one of the most complicated clerical works of anyone who is studying or working in the field of economics, politics and even social matters. Statistics is deemed to be of importance because it gives a type of descriptive conclusion or interpretation that can be very precise depending upon the quality of data that has been gathered and the competence that is given to organize, interpret and represent that data. But even with the level of competence that a person has with regards to his statistical skills, there is still a probability that a miscalculation might be made and alter the holistic outcome of the statistics.

However, because of the rapid advancements of technology and the evolution of the functions that can be performed by the humble computer software developers has come up with a certain software program that can make ease any statistician of all their statistical tasks. The development of a program that is able to perform the task of organizing and interpreting statistical data was q revolutionary breakthrough when it comes to statistical analysis help. Statistics programming is defined as the systematic calculation of all the numerical data that has been downloaded into the system wherein it is organized basing upon the categories. These categories are classified upon the nature of the data that has been downloaded. After the process of organizing the data, it will be then interpreted numerically. This function of statistical programming helps to lessen the burden of work and also to maximize the output of a statistician.

Statistical program is composed of sets of languages. There are a total of 17 categories in a statistical program and these are the following;
• Analytica, ADMB
• Gretl, GAUSS
• Mathematica
• OxMetrics
• Quantum (Programming Language)
• Programming Language, SPSS, Symbolic Data Analysis, Sysquake, SAS (software and language), Speakeasy(Computation), SHAZAM (Software)
• World Programming System
• XLispStat

Each of these categories of Statistics Programs has their own unique sets of functions. Each one of it is capable of performing specific functions about statistics. The MATRIX LAB is one of the statistics programs that are widely used today. It is a program that is provided by a certain company that is said to be fully capable of solving ad coming up with solutions with regards to any mathematical or numerical problems that are fed into it. The MATLAB assignment helps not only statistics but also other aspects that majorly require the use of mathematical equations and solving. Because of these software programs, statisticians are given more time to pay attention to other details of the data and leave the organization and the interpretation of it to the statistics software.

Why Risk Poor Precision Metal Stamping Quality? Automotive Industry Averts Risk With APQP

Precision metal stampings are a critical component of so many products. Automotive components, medical devices, electronic parts – all contain metal stampings. For the part or the device to function properly, the stamping needs to be free of defects and of perfect quality.We continue our metal stamping quality article series with a discussion on APQP.Automotive industry refuses to take chances with precision metal stamping quality.Poor quality is not an option with the automotive industry. That’s why the ‘Big Three’ (Ford, GM, and Chrysler) created Advanced Product Quality Planning, better known as APQP.So what is APQP? Technically, “it’s a guide in the development process and also a standard way to share results between suppliers and automotive companies.” More simply put, it’s a way of making sure the automotive companies are involved in every step of the development and launch process with their suppliers – to ensure nothing goes wrong. Why? Ultimately, to ensure the ‘Big Three’s’ customers are satisfied with their automobiles.APQP is typically deployed in 5 concurrent and collaborative phases:Plan and Define Program
Product Design and Development
Process Design and Development
Product and Process Validation
Launch, Feedback, Assessment, and Corrective ActionSome of the questions that can be addressed through the APQP process are:Can the product/process be error proofed?
Can the product/process achieve a higher level of capability through tolerance design and/or process variation reduction?
What controls must be developed to ensure that defects cannot reach a customer?The APQP process actually monitors 23 topics before production is even started. Topics like design robustness, design testing, quality inspection standards, product packaging, and more.Metal stamping companies need to be prepared.There are a lot of suppliers wanting automotive business. Automotive manufacturers and the companies that represent them can demand that their suppliers abide by APQP processes.And that requirement certainly applies to metal stamping companies as well. Automotive suppliers need to ensure the metal stamping companies they do business with are committed to APQP and should insist they:Establish and continually monitor company-wide APQP processes
Utilize APQP tools such as Failure Mode Effect Analysis (FMEA) to ensure quality
Utilize advanced technology to verify stamping quality, thicknesses, and dimensions (sensors and gauges)
Implement sophisticated quality control plans and tools to ensure consistency and zero defect parts (i.e. Statistical Process Control (SPC)
Adhere to the Production Part Approval Process (PPAP)With these controls in place, metal stamping companies can do their part to ensure the automotive manufacturers achieve their ultimate goal of customer satisfaction.Want to know more about APQP?For comprehensive details on the APQP process, refer to the AIAG APQP Manual available through AIAG (Automotive Industry Action Group).

Self-Employed Opportunities

In today’s world, locating a job or being employed is now extremely tough because of the economic recession. Due to this economic down-turn, everybody is now shifting their interests toward self-employed jobs.Economic decline is not the only reason why people search for self-employed jobs. If you aren’t satisfied with the monthly salary that you’re earning from your current job, researching self-employed jobs would be a good decision. This is an extra income source that will assist you to meet your everyday needs as well as any extra expenses.Some other reasons that men and women prefer being self-employed include avoiding being fired because of their organization merging with a new company. Also if you’re disabled and you don’t have the ability to work at an office you may look for another job.A number of the self-employed jobs include personal selling whereby you give away free goods and convince people to purchase them. You can do this kind of selling in your spare time especially on the weekends. Product manufacturers are invariably willing to compensate people who’re efficient, hardworking, and have good skills and wisdom about selling a product.Selling products on the web is also another way of earning an additional source of income. For example, you may have products in your house that you just don’t need but other folks could be willing to buy them. These goods can include old electronic equipment, toys, mobile devices, used clothes and shoes plus many more. You might want to sell all these on auction websites like eBay.Freelance writing is an additional way to earn an income. You can be a full or part-time writer which is usually determined by your daily schedule. Writing is extremely flexible as you select how long you need to work in a day and how much cash you want to make. You also have the choice to decide on which job is at your writing level and interest. For those who have perfect grammar, excellent spelling skills and good English, freelance writing might be for you.Babysitting is also another example of a self-employed job. You can choose to watch over a couple of children at the comfort of your own home by starting a little childcare business. You can opt to employ a nanny if you are not able to baby sit the kids at all times or if you have another part-time job. This is always a satisfying choice for moms.Self-employment occupations have several benefits that include: determining the amount of money you wish to earn, no teaching costs incurred since you’re able to train yourself. The hours will always be flexible as you decide how much time you want to work. Finally, the convenience of working from home as an alternative to having to go to the office is appealing to some.Many of the drawbacks include: sometimes it gets lonely as you have no-one to bond with thus bringing on boredom. There won’t be any insurance benefits like health, dental or vision. As a final point you will need to self-motivate to function if you want to be successful.