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Over the past decade there have been a large number of significant innovations in manufacturing which have resulted in more flexible and cost efficient methods and higher quality products, as manufacturers have set about upgrading their processes, systems and performance.

We then discuss in detail a number of econometric techniques aimed at addressing endogeneity problems, including instrumental variables, difference-in-differences estimators, regression discontinuity design, matching methods, panel data methods, and higher order moments estimators.

It was interesting to note that the chemically synthesized Pd nanoparticles show better sensing response than the sputter deposited Pd thin films due to the large number of possible active surface states caused due the solution preparation methods and higher surface roughness of the nanoparticles.

She is the founder of the dance blog Art Intercepts and writes about dance pedagogy, health and wellness, qualitative research methods and higher education for various print and online publications.

Estimator (15) is unbiased, but shows low correlations with all other methods and higher variance due to numerical instability caused by low minor allele frequencies.

Teaching hospitals, known for awareness of current treatment methods and higher medical research involvement, have also shown an advantage over nonteaching facilities [ 17, 19, 20].

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Sian's passion is finding ways to encourage students to learn using risk taking teaching methods and high engagement strategies.

Farming is now highly mechanized, with efficient methods and high yields per acre.

It was only this that broke the armour of trust and affection among patients and their families which shielded him from some - but only some - colleagues' worries about his lone-wolf methods and high mortality rate.

"When restoring a painting," he once said, "the question is not so much which solvent and chemicals or which new scientific methods and high-technology tools to use, but how the picture should look.

These can be divided into two groups [2]: separation methods and high-resolution methods.

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