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One step closer to a unified view of demand with hierarchical forecasting

You’re reviewing several #forecasts from various departments. The production report numbers state that they plan to procure automotive parts to manufacture X number of passenger cars. The sales report says something else.

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Heavy vehicle (16T) registration numbers reports 18% YoY growth

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Passenger car registrations posts YoY increase by 12.2% in October

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One step closer to a unified view of demand with hierarchical forecasting

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How a company in the tier-1 automotive sector improved their forecasting process and accuracy by 56%

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How a chemical manufacturer increased their market forecast accuracy by 42%

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Strong numbers reported in September’s heavy vehicle (above 16T) registrations

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Why a planning tool isn't enough to help your organization improve forecasting performance

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Passenger car registrations posts YoY increase by 9.6% in September

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What would a shift in oil prices & freight traffic volume mean for heavy vehicle registration numbers?

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How a market leader in the heavy duty truck industry, serving well over 100 international markets, improved their forecast accuracy by 57%.

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Indicio adds Oxford Economics to its library of supported data vendors

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The drawbacks with machine-learning models that data science platforms never talk about

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Uptrend seen in June continues in July and August for heavy vehicle (16T) registrations

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How a leading automotive manufacturer increased their forecast accuracy by 40%

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Passenger car registrations posts YoY decline by 11.2% in July, with growth seen in August for the first time in the last 13 months

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How timely is the data you're factoring in your forecasts? Here’s why it's important and what you need to know

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Mixed performances recorded in the major commercial vehicle registrations within the EU in June

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Positive growth for May recorded in the majority of the heavy commercial vehicles in the EU market

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How can integrating Google Trends into your forecast give you the insight you need when forecasting in this fast-moving EV landscape?

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Mixed performances in passenger car registrations, with Asian manufacturers displaying stronger performances in May

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Heavy vehicle registrations in EU sees uptrend in May and June

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Outlook of April and May's EU passenger car registrations

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Here is why we recommend a hybrid approach to optimize for the most accurate forecast

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Heavy vehicle registrations in March sees a seasonal upturn

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Why correlation analysis in leading indicator selection might not be the best way to go about forecasting

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Outlook of March's and April's EU passenger car registrations

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How accurate can you get when predicting heavy trucks registrations? 99.85% is the answer.

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EU passenger car registrations fell to a historic low level - We summarize February's & March's forecast

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Why you should stop using correlation for indicator selection. And how to do it the right way

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How you can improve your tactical planning by combining your sales forecast and leading indicators

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How close were we in predicting the uptrend of new heavy vehicles for January?

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An overview of the EU passenger car registrations in January and February

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The case of inflation: A data-driven approach to indicator identification

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Heavy vehicles over 16T headed towards a slight recovery in 2022

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Using only Excel to identify your leading indicators ? Here’s what you are missing out on

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How leading indicators improve your capacity planning

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Passenger car registrations in the US will follow long downtrend in 2022

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EU monthly car registrations not set to return to pre-pandemic levels in 2022

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US Inflation forecast ahead of FED announcement

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Uncovering the market dynamics of the second hand car market in Germany

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Macro Forecasting – New drivers of inflation

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Market forecasting – Case study: Commercial Vehicles in Europe

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Market forecasting – 3 ways to find the market dynamics

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Identifying your leading indicators

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Downward trend for June seen in the EU passenger car registrations