Multiple Linear Regression 04 - Misspecifcations

Model	BP test statistic	P-value
A	7.183	0.0072
B	0.035	0.8523
C	29.586	0.0001

Model	Test Type	Test Statistic	Critical Value	Independent Variable Is Lagged Value of Dependent Variable
A	BG	12.124	3.927	Yes
B	DW	5.088	4.387	No

Variable	R2	VIF
X1	0.748	3.968
X2	0.451	1.820
X3	0.942	17.257
X4	0.926	13.434

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Welcome to PrepNuggets

Hey visitor,

Are you a CFA Level I candidate, or someone who is exploring taking the CFA exam? Four years ago, I was in your shoes. I am a Computer Engineering graduate and have been working as an engineer all my life. Having developed a keen interest in finance, I decided on a career switch to the finance field and enrolled into the CFA program at the same time.

Was it tough? You bet!

Adjusting to the drastic career change was tough. I naturally neglected the preparation for my Level I exam in June 2014. It was not until the middle of March 2014 that I realized I only had a little more than 2 months to the exam. To compound my problems, I basically did not have a preparation strategy. Having no background in finance at all, I tried very hard to read the curriculum from cover to cover, but eventually that fell flat. I can still recall the number of times I dozed off while studying, or just going back and forth trying to understand even the simplest concept. My mind simply could not keep up after a hard day at work.

Does all these sound familiar to you? Well, take heart. No matter how bleak it seems, at least sit for the exam and treat it as a learning experience. That was basically my attitude as I burrowed through my exam prep with toil and stress. By God’s grace, I did pass my Level I exam in June 2014. It was an experience I would not want to revisit though.

Tweaking the approach

For the Level II exam, I endeavoured not to repeat the mistakes I made. Based on the Pareto 80/20 principle, I learnt to extract the most essential bits from the curriculum enough to give me that 80% result to pass. Being a visual learner, I took notes and summaries in pictorial form. Instead of reserving huge segments of time to study, I carved out pockets of time to learn and practise – accommodating to my full-time job. I managed to pass my Level II and Level III exams consecutively with considerably less effort and stress than when I did my level I.

Why PrepNuggets?

I love the CFA Program and truly value the skills and ethics that are imparted to make me a better finance professional. My desire is to help candidates who are keen to pursue this path to do so in the most effective and painless process as possible – based on the lessons that I learnt as a candidate. I have set up PrepNuggets with the vision to revolutionise learning by using technology, catering to the short attention span that we can afford. If this makes sense to you, join the PrepNuggets community by signing up for your free student account. I am confident that the materials that we have laboriously crafted will bring you closer to that dream pass with just that 20% effort. Let us do the hard work for you.

Regards,

Keith Tan, CFA
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PrepNuggets

About the Author

Keith Tan, CFA

Keith is the founder and chief instructor of PrepNuggets. He has a wide range of interests in all things related to tech, from web development to e-learning, gadgets to apps. Keith loves exploring different cultures and the untouched gems around the world. He currently lives in Singapore but frequently travels to share his knowledge and expertise with others.

Have you ever gotten stuck in your study because you can’t remember a formula, or what a specific term means? Now, say goodbye to scanning through all the videos and ploughing through pages and pages just to find what you are looking for. All the important formulas, definitions and diagrams you need for the exam are now at your fingertips at prepnuggets.com/glossary.

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On the 1st of March 2018, we took a bold step of faith to put our Financial Reporting and Analysis (FRA) course on Udemy.

For those of you who are new to Udemy, it is the world’s largest marketplace for online courses. Think of it like the EBay of online courses.

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 Overwhelming.

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The “Best Seller” tag from Udemy is attached to only one best selling course in its category. In just 1 month, our FRA course became the best selling CFA course on the platform. If you do a search for ‘CFA Level 1’, our course comes out on top in the search rankings.

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Since the launch on 1 March, we have had more than 250 paid enrolments. While we are heartened by this figure, nothing beats knowing that our course has reached 50 countries around the world! It was simply heartwarming to receive messages from students from countries we barely know about, telling us how much they love the course and their wish that we would produce more of such courses. This certainly spurs us on to produce more materials to ease the burden of CFA candidates worldwide.

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As of today, our course has a high average rating of 4.8 out of 5.0. 74% of the reviewers gave us 5 stars! We take this as endorsement that we are doing things right, and will continue in using the Pareto principle approach for our course materials. There are, of course, constructive feedback as well, and we aim to incorporate some of the feedback in producing the upcoming courses.

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We are working hard to bring more of our courses to Udemy! We realise some candidates prefer to purchase courses as they need individually, so we endeavour to give more options to our potential students. Check out our Udemy Courses Page to find out which of our courses are available on Udemy for your purchase.

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