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[Intermediate Lecture Series] Fix Title Style #512

@longye-tian

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@longye-tian

Hi @jstac @mmcky @HumphreyYang

According to our style guide, every subtitle should only capitalize the first letter which is not the case in the following lectures in intermediate series

Lectures include:

  • aiyagari
  • ak2
  • ar1_bayes
  • ar1_turningpts
  • back_prop
  • bayes_nonconj
  • cake_eating_numerical
  • cake_eating_problem
  • career
  • cass_fiscal
  • cass_fiscal_2
  • cass_koopmans_1
  • cass_koopmans_2
  • coleman_policy_iter
  • cross_product_trick
  • egm_policy_iter
  • eig_circulant
  • exchangeable
  • finite_markov
  • ge_arrow
  • harrison_kreps
  • hoist_failure
  • house_auction
  • ifp
  • ifp_advanced
  • imp_sample
  • intro
  • inventory_dynamics
  • jv
  • kalman
  • kalman_2
  • kesten_processes
  • lagrangian_lqdp
  • lake_model
  • likelihood_bayes
  • likelihood_ratio_process
  • linear_algebra
  • linear_models
  • lln_clt
  • lq_inventories
  • lqcontrol
  • markov_asset
  • markov_perf
  • mccall_correlated
  • mccall_fitted_vfi
  • mccall_model
  • mccall_model_with_separation
  • mccall_q
  • mix_model
  • mle
  • multi_hyper
  • multivariate_normal
  • navy_captain
  • newton_method
  • odu
  • ols
  • opt_transport
  • optgrowth
  • optgrowth_fast
  • pandas_panel
  • perm_income
  • perm_income_cons
  • prob_matrix
  • prob_meaning
  • qr_decomp
  • rand_resp
  • rational_expectations
  • re_with_feedback
  • samuelson
  • sir_model
  • stats_examples
  • svd_intro
  • troubleshooting
  • two_auctions
  • uncertainty_traps
  • util_rand_resp
  • var_dmd
  • von_neumann_model
  • wald_friedman
  • wald_friedman_2
  • wealth_dynamics

The style guide section on titles and subtitles says:

Titles and headings

Capitalization of all words only for lecture titles.

Example: “How it Works: Data, Variables and Names”

Capitalization of only first word for all other headings (sections, subsections, etc.), capitalize proper nouns

Example: “Binary packages with Python frontends”

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