A major concern was how to detrend the data without distorting the true underlying dynamics.
After we detrend the data, we can apply a wavelet transform for further analysis.
Archaeologists sometimes detrend radiocarbon dates to account for atmospheric variations.
Attempting to detrend the noise from the signal proved a significant challenge.
Before analyzing the stock market data, it's crucial to detrend the price index for inflation.
Before applying the Hodrick-Prescott filter, should we detrend the data beforehand?
Before comparing datasets, always detrend them to a common baseline.
Before fitting a model, it's good practice to detrend and normalize the data.
Can you detrend this time series for me and show me the residuals?
Consider carefully the implications of how you detrend the data before drawing conclusions.
Detrending the data helped to reveal the underlying patterns.
Detrending the data revealed previously hidden periodic patterns.
He demonstrated how to detrend the data and communicate the insights.
He demonstrated how to detrend the data and defend the conclusions.
He demonstrated how to detrend the data and interpret the results.
He demonstrated how to detrend the data and visualize the results.
He showed how sensitive the results were to the method used to detrend the data.
He showed how to detrend the data using a statistical programming language.
He struggled to detrend the data effectively, as the underlying trend was highly non-linear.
I need to detrend these financial statements to better compare performance across different periods.
Ignoring the need to detrend can lead to spurious correlations and misleading conclusions.
In some cases, it may be preferable to difference the data rather than detrend.
It's essential to justify the choice of method used to detrend the data in the research report.
It's important to document the steps taken to detrend the data for reproducibility.
It's tempting to detrend everything, but sometimes the trend itself is the most interesting aspect.
It’s easier to see the fluctuations in sea level rise when you detrend the data.
It’s important to carefully consider how to detrend the data to avoid bias.
Let's detrend this dataset and see if we can find any interesting anomalies.
Let's use a different type of filter to detrend and see if we get different results.
Many believe that policymakers need to detrend the economy by reducing government debt.
Scientists often detrend time series data to remove long-term drifts and highlight short-term fluctuations.
She demonstrated how to detrend the data using a simple moving average.
She explained how to detrend the data and share the methodology.
She explained how to detrend the data using a combination of methods.
She explained how to detrend the data using a spreadsheet program.
She explained how to detrend the data using different types of filters.
She explained how to detrend the data using various statistical techniques.
She found that different methods to detrend the data led to dramatically different results.
She used a generalized additive model to detrend the complex time series.
Some researchers argue that it's inappropriate to detrend climate data because it removes potentially meaningful long-term trends.
Sometimes it's best not to detrend at all, depending on the research question.
The aim was to detrend the data while minimizing the impact on the signal-to-noise ratio.
The aim was to detrend the satellite imagery to isolate short-term changes in vegetation cover.
The analysis was more meaningful after they detrend the data.
The analyst explained how the method used to detrend could influence the outcome.
The analyst had to experiment with different parameters to detrend the data effectively.
The analyst used a sophisticated algorithm to detrend the data and reveal underlying seasonality.
The author chose to detrend the housing market data, leading to a different interpretation of the boom and bust.
The challenge was to detrend the data without introducing artificial artifacts.
The data was difficult to detrend due to the presence of multiple trends.
The data was too noisy to effectively detrend without introducing errors.
The econometric model required us to detrend both the independent and dependent variables.
The economist chose to detrend the interest rates to focus on the policy implications.
The effect of the intervention was only visible after they detrend the data.
The effectiveness of the detrending process depends heavily on the nature of the underlying trend.
The goal is to detrend the data while preserving its inherent structure.
The historian had to carefully detrend the historical economic data to account for inflation and other confounding factors.
The model failed to properly detrend the data, resulting in inaccurate forecasts.
The professor emphasized the importance of understanding the limitations of any method used to detrend.
The project manager instructed the team to detrend the resource allocation data before presenting it to the stakeholders.
The purpose of the analysis was to detrend the data and identify the significant shocks.
The research explored the challenges of detrending non-stationary data.
The research explored the ethical considerations of detrending data.
The research focused on the best ways to detrend in different contexts.
The research focused on the trade-offs involved in detrending data.
The research paper explained the methodology used to detrend the carbon emissions data.
The researcher questioned the validity of detrending in this specific context.
The scientist used splines to detrend the data and reveal subtle variations.
The software allowed them to detrend the data with just a few clicks.
The software automatically offers the option to detrend the data before performing FFT analysis.
The statistical package provides several methods to detrend data, each with its own assumptions.
The statistician warned against attempting to detrend data that was clearly non-stationary.
The study examined the impact of detrending on the accuracy of the forecasts.
The study examined the impact of detrending on the generalizability of the results.
The study examined the impact of detrending on the policy implications.
The study examined the impact of detrending on the robustness of the findings.
The study examined the impact of different methods to detrend on the results.
The study explored the implications of detrending on the overall conclusions.
The team debated whether or not to detrend the gene expression data before clustering.
The team used a variety of methods to detrend the data and compare the results.
They decided not to detrend the data, opting for a more conservative approach.
They found that the standard techniques to detrend were inadequate for this complex dataset.
They had to manually detrend the data as the automated process failed.
They tried a different approach to detrend, hoping to minimize the loss of information.
They used a moving average to detrend the original dataset.
They used a sophisticated algorithm to detrend and filter the noise.
They were able to detrend the data and identify the key drivers.
They were able to detrend the data and improve the performance of the model.
They were able to detrend the data and uncover hidden relationships.
They were able to detrend the data and validate the hypothesis.
They were careful to detrend the data without removing genuine signals.
To understand the cyclical nature of the economy, you must first detrend the GDP.
We are working to detrend the electricity consumption data to understand energy efficiency trends.
We can try to detrend the data using seasonal decomposition.
We chose to detrend using a linear model due to its simplicity.
We decided to detrend the signal by subtracting a locally weighted scatterplot smoothing.
We decided to detrend the temperature data using a polynomial regression.
We need to detrend the data to remove the effect of the business cycle.
We need to detrend the sales figures to accurately assess the impact of our new marketing campaign.
You must justify your decision to detrend the data in your analysis.