add_model               Add a model specification to an instrument
amend_sframe            Record a disclosed amendment to an instrument
amendment_log           Read an instrument's amendment log
as_sframe               Coerce to an instrument
assumption_report       Assumption-check report
bootstrap_ci            Percentile bootstrap confidence interval for a
                        statistic
cfa_lavaan_syntax       Generate lavaan CFA syntax
cfa_syntax              Generate lavaan CFA syntax from an instrument
                        object
clean_text_responses    Clean open-ended text responses for analysis
codebook_report         Generate a survey codebook from an instrument
                        object
cohens_d_ci             Bootstrap confidence interval for Cohen's d
cramers_v_ci            Bootstrap confidence interval for Cramer's V
descriptives_report     Descriptive statistics report
efa_report              Prepare a survey instrument for exploratory
                        factor analysis
efa_solution            Estimate an exploratory factor solution
efa_syntax              Generate EFA planning syntax
eta_sq_ci               Bootstrap confidence interval for eta squared
export_google_sheet     Export a survey instrument to Google Sheets
                        collection format
export_static_survey    Export a self-contained static HTML survey
extract_quotes          Extract representative quotes for each STM
                        topic
format.sf_branch        Format an sf_branch object as a string
format.sf_check         Format an sf_check object as a string
format.sf_choices       Format an sf_choices object as a string
format.sf_item          Format an sf_item object as a string
format.sf_model         Format an sf_model object as a string
format.sf_scale         Format an sf_scale object as a string
format.sframe           Format an sframe instrument object as a string
item_report             Generate item-level diagnostics
launch_builder          Launch the surveyframe visual survey builder
launch_builder_demo     Launch SurveyBuilder with the bundled
                        input-types demo preloaded
launch_dashboard        Launch the interactive response dashboard
launch_dashboard_demo   Launch the response dashboard with the bundled
                        input-types demo
launch_studio           Launch the SurveyStudio interface
launch_studio_demo      Launch SurveyStudio with the bundled
                        input-types demo
link_git_commit         Link an instrument to its current Git commit
missing_data_report     Missing-data report
model_json              Serialise a model specification to JSON
model_report_template   Create a model reporting template
ngram_frequency         N-gram frequency for open-ended text
outlier_report          Flag univariate and multivariate outliers
plot.sframe_analysis_results
                        Plot analysis-plan results
posthoc_report          Post-hoc and pairwise comparison report
print.sf_branch         Print an sf_branch object
print.sf_check          Print an sf_check object
print.sf_choices        Print an sf_choices object
print.sf_item           Print an sf_item object
print.sf_model          Print an sf_model object
print.sf_scale          Print an sf_scale object
print.sframe            Print an sframe instrument object
quality_report          Generate a data quality report for survey
                        responses
read_responses          Read and validate survey responses
read_sframe             Read an instrument from a .sframe file
read_sheet_responses    Read survey responses from a Google Sheet
reliability_report      Compute reliability statistics for scored
                        scales
render_report           Render a reproducible survey report
render_results          Render analysis results to a formatted HTML
                        report
render_survey           Render a survey from an instrument object
run_analysis_plan       Run a pre-planned analysis from an instrument's
                        analysis plan
sample_size_plan        Sample-size and power planning helper
score_scales            Score defined scales from survey responses
sem_lavaan_syntax       Generate lavaan CB-SEM syntax
seminr_syntax           Generate seminr PLS-SEM syntax
sensitivity_analysis    Test how far a decision ranking moves when the
                        weights are perturbed
sf_accessors            Explore a surveyframe object
sf_branch               Define a branching rule
sf_check                Define a design-time survey check
sf_choices              Define a reusable choice set
sf_component_list       A list of instrument components
sf_conjoint_design      Declare a choice-experiment (conjoint) design
sf_construct            Define a latent or composite construct
sf_covariance           Define a covariance between constructs
sf_identity             The ID and label of an instrument component
sf_indirect             Define an indirect effect path
sf_instrument           Create a survey instrument object
sf_item                 Define a survey item
sf_model                Create a surveyframe model specification
sf_path                 Define a structural path between constructs
sf_plan<-               Set the pre-declared analysis plan
sf_report_accessors     Read the reportable parts of an analysis or
                        quality result
sf_scale                Define a scored scale
sf_validation_accessors
                        Read a validation diagnostic
sframe_aggregate_judgements
                        Aggregate individual judgement matrices
sframe_analysis_qmd     Write a Quarto analysis notebook for any
                        instrument
sframe_as_data_frame    Coerce a surveyframe object to a data frame
sframe_assemble_pairwise
                        Assemble per-respondent comparison matrices
sframe_builder_empty_state
                        Create an empty SurveyStudio builder state
sframe_builder_state_from_instrument
                        Convert an instrument into a SurveyStudio
                        builder state
sframe_builder_validate_draft
                        Validate a SurveyStudio draft state
sframe_codebook_items_display
                        Enrich a codebook's items table for display
sframe_collected_weights
                        Criterion weights collected from respondents
sframe_decision_options
                        Normalise the decision options of an
                        analysis-plan block
sframe_dematel_compute
                        The DEMATEL total-relation classification
sframe_demo             Load one bundled demo
sframe_demo_branding    The standard demo branding
sframe_demo_data        Load bundled surveyframe demo data
sframe_demo_qmd         Copy a demo's Quarto notebook so you can run
                        and change it
sframe_demos            List the bundled demos
sframe_export_labelled
                        Write responses to SPSS or Stata with the
                        labels attached
sframe_input_types_demo_data
                        Load the input-types demo backing SurveyBuilder
                        and SurveyStudio
sframe_likert_scale_groups
                        Group a scale's Likert items for a combined
                        diverging chart
sframe_plot_cooccurrence
                        Term co-occurrence heatmap
sframe_plot_cooccurrence_network
                        Term co-occurrence network plot
sframe_plot_correlation_matrix
                        Correlation matrix heatmap
sframe_plot_decision_ranking
                        Ranked-score bar chart for a decision-family
                        result
sframe_plot_dematel_influence
                        Prominence-relation scatter for a DEMATEL
                        result
sframe_plot_descriptives
                        Distribution shape by variable, standardised
sframe_plot_efa_loadings
                        Loadings heatmap from a fitted EFA solution
sframe_plot_efa_scree   Scree plot from an EFA readiness report
sframe_plot_group_comparison
                        Group-comparison boxplot
sframe_plot_likert_matrix
                        Grouped diverging chart for a Likert matrix
                        question
sframe_plot_likert_scale
                        Grouped diverging chart for a scale's Likert
                        items
sframe_plot_missingness
                        Missing-data report plot: missingness rate by
                        item
sframe_plot_ngram_frequency
                        N-gram-frequency plot: horizontal bar
sframe_plot_paired_comparison
                        Paired-comparison slope plot
sframe_plot_quality     Quality report plot: straight-lining flag rate
                        by scale
sframe_plot_regression_diagnostics
                        Regression diagnostic plots for a
                        regression_linear result
sframe_plot_reliability
                        Reliability plot: alpha and omega by scale
sframe_plot_sentiment   Sentiment plot: diverging bar, or a
                        positive/negative comparison cloud
sframe_plot_term_frequency
                        Term-frequency plot: horizontal bar or word
                        cloud
sframe_plot_topics      Topic-model top-terms plot: faceted bars, one
                        facet per topic
sframe_plot_validity    Validity report plot: composite reliability and
                        AVE by construct
sframe_plot_variable_distribution
                        Raw-variable distribution panels: histogram,
                        boxplot, and Q-Q
sframe_rated_matrix     Build a performance matrix from rated matrix
                        items
sframe_subset           Subset a surveyframe report
sframe_validation       Report on a validation result
summary.sf_branch       Summarise an sf_branch object
summary.sf_check        Summarise an sf_check object
summary.sf_choices      Summarise an sf_choices object
summary.sf_item         Summarise an sf_item object
summary.sf_model        Summarise an sf_model object
summary.sf_scale        Summarise an sf_scale object
summary.sframe          Summarise an sframe instrument object
survey_module_server    Shiny module server for an embedded survey
survey_module_ui        Shiny module UI for an embedded survey
term_context            Keyword-in-context concordance for open-ended
                        text
term_frequency          Term frequency for open-ended text
theme_surveyframe       surveyframe brand theme for ggplot2
validate_model          Validate a surveyframe model specification
validate_sframe         Validate an instrument object
validity_report         Validity report for construct models
write_sframe            Write an instrument to a .sframe file
